Commit graph

155 commits

Author SHA1 Message Date
Nicolò Boschi
cf0537ba7e
chore: drop hindsight-hermes integration (#931)
* chore: drop hindsight-hermes integration in favor of native Hermes memory provider

Hermes Agent now ships with a native Hindsight memory provider (NousResearch/hermes-agent#5094),
making our pip-installable hindsight-hermes package redundant.

Removes:
- hindsight-integrations/hermes/ (source, tests, config)
- CI job, release script entry, changelog generator references
- Cookbook page and pip package changelog (referenced deleted code)

Keeps:
- Integration docs (updated by #881 for native provider)
- Blog posts (historical, already have deprecation notices)
- Sidebar/banner entries (still valid for native integration)

* fix(docs): remove broken cookbook link to deleted hermes-memory page
2026-04-08 11:59:35 +02:00
Derek Bouius
3b9d2db091
security: bump vite across integrations (high CVE fix) (#913)
* security: bump vite across integrations to patched versions

Fixes Dependabot alerts for vite transitive dev dependency:
- GHSA-v2wj-q39q-566r (high): server.fs.deny bypass with queries
- GHSA-p9ff-h696-f583 (high): related vite server vulnerability

Adds a `vite` entry to the npm `overrides` in each integration's
package.json to force the patched version (>=8.0.5). To make this
possible in ai-sdk, chat, and openclaw — which pinned vitest ^4.0.18
whose vite peer is `^6.0.0 || ^7.0.0` — the minor-compatible bump
vitest ^4.0.18 -> ^4.1.2 is also included. vitest 4.1.x supports
vite 8.x (peer: ^6 || ^7 || ^8), so all six integrations converge on
vite 8.x consistently.

paperclip had no overrides block; one was added.

Verified locally: `npm ci && npx vitest run` passes in all six
integrations (ai-sdk 23, chat 28, openclaw 66, opencode 89, paperclip 27,
nemoclaw 36 tests).

* chore: regenerate hindsight-docs skill

Picks up FAQ and best-practice sections added in #905 that were not
regenerated at merge time, so that `verify-generated-files` passes
for this branch.
2026-04-08 09:11:21 +02:00
Aldous
0e81d1a25e
feat(openclaw): support bankId for static banks (#910)
* feat(openclaw): support exact static bank ids

* test(openclaw): use generic static bank id example

* feat(openclaw): support bankId static bank configuration

---------

Co-authored-by: Aldous the Orchestrator <Aldoustheorchestrator@users.noreply.github.com>
2026-04-07 17:13:20 +02:00
Derek Bouius
8a2388a48f
security: bump litellm to >=1.83.0 (#912)
Fixes Dependabot alerts:
- GHSA-jjhc-v7c2-5hh6 (critical): Authentication bypass via OIDC userinfo
  cache key collision (CVE-2026-35030)
- GHSA-53mr-6c8q-9789 (high): related litellm vulnerability

Updates both hindsight-api-slim and hindsight-integrations/litellm to
require litellm >=1.83.0. The previous upper cap (<=1.82.6) was set due
to the 1.82.7/1.82.8 supply chain compromise, which has since been yanked
from PyPI; 1.83.0 was published from the new secure CI/CD v2 pipeline
and is safe.

The uv.lock diffs are large because the current uv version (0.9.11)
upgrades the lockfile format (adds revision=3 and upload-time fields);
only litellm itself changes version (1.81.10/1.80.10 -> 1.83.0).

All 68 tests in hindsight-integrations/litellm pass against 1.83.0.
2026-04-07 16:54:24 +02:00
Nicolò Boschi
f31f82627c
fix: add paperclip and opencode to changelog generator (#903)
* fix: add paperclip and opencode to changelog valid integrations

* fix: add paperclip and opencode package names to changelog generator

* release(paperclip): v0.1.1
2026-04-07 10:25:53 +02:00
DK09876
e1c6220f0e
feat: add OpenCode persistent memory plugin (#853)
* feat: add OpenCode persistent memory plugin

Add hindsight-opencode integration with:
- Three custom tools: hindsight_retain, hindsight_recall, hindsight_reflect
- Auto-retain on session.idle with document_id deduplication
- Memory injection on session start via system transform hook
- Memory preservation during context window compaction
- Sliding window retain with retainOverlapTurns support
- 4-level config hierarchy (defaults, user file, plugin options, env vars)
- Dynamic bank ID derivation (agent, project, channel, user dimensions)
- CI job, release script entry, docs page

79 tests across 6 test files.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: address review findings for opencode integration

1. Pre-compaction retain now uses shared retainSession() helper,
   respecting retainMode, documentId, and session_id metadata
   consistently with idle-retain (was bypassing retention policy).

2. System transform recall is only consumed after successful injection.
   If Hindsight is briefly unavailable, the plugin retries on the next
   LLM call instead of permanently skipping recall for the session.

3. Config validation for retainMode and recallBudget — typos like
   "full_session" or "maximum" now log a warning and fall back to
   the default instead of silently changing retention semantics.

85 tests (6 new covering compaction documentId, recall retry, and
config validation).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: docs/tools findings from second review round

1. Remove "session" from supported dynamic bank fields in docs —
   the implementation can't vary bank ID per session since it's
   derived once at plugin startup.

2. Explicit tools (retain, reflect) now call ensureBankMission()
   before API calls, so bankMission/retainMission are applied even
   when the agent uses tools exclusively without triggering hooks.

3. Added tests for mission setup via tools path.

88 tests pass.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: recall retry semantics and README bank scoping clarity

1. recallForContext now returns { context, ok } to distinguish
   "no results" (ok=true) from "API error" (ok=false). System
   transform consumes the session on ok=true even with 0 results,
   so empty banks don't cause repeated queries. Only transient API
   failures preserve retry.

2. README clarifies that channel/user bank dimensions are process-
   scoped (set via env vars before launch), not per-session dynamic
   within a running OpenCode process.

89 tests pass.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: review fixes for opencode integration

- Rename CI job from build-opencode-integration to test-opencode-integration
  to match naming convention for integrations that run tests
- Fix tsconfig module resolution to Node16 (consistent with other integrations)
- Extract shared makeConfig test helper to avoid duplication across 3 test files

* fix: remove unused PluginState import from tools.ts

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nicolò Boschi <boschi1997@gmail.com>
2026-04-07 10:11:57 +02:00
Nicolò Boschi
7863ffeb49
fix(paperclip): address review fixes for paperclip integration (#900)
- Add CI job for paperclip integration tests with change detection
- Add paperclip to valid release integrations
- Validate hindsightApiUrl is set in loadConfig()
- Log warnings on recall/retain failures instead of silently swallowing
- Remove hardcoded timeout from reflect call
- Fix tsconfig module resolution to Node16
- Update tests to pass required hindsightApiUrl
2026-04-07 09:32:24 +02:00
Ben
81441ee9af
feat(paperclip): add hindsight-paperclip TypeScript integration (#773)
* feat(paperclip): add hindsight-paperclip TypeScript integration

Adds long-term memory for Paperclip AI agents via a lightweight
TypeScript/Node.js npm package with no runtime dependencies.

- recall() / retain() functions for heartbeat lifecycle hooks
- createMemoryMiddleware() for Express HTTP adapter agents
- Bank ID strategy: paperclip::{companyId}::{agentId} (configurable)
- Skill file for agents to call Hindsight REST API directly
- 27 unit tests covering bank derivation, recall, and retain
- Docs page at sdks/integrations/paperclip

* Remove skills file from paperclip integration

* Rename package to @vectorize-io/hindsight-paperclip
2026-04-02 14:26:45 +02:00
akhater
087545cc1b
feat(openclaw): JSONL-backed retain queue for external API resilience (#740)
When the external Hindsight API is unreachable, retain requests are
buffered as JSON lines in a local file and automatically flushed once
connectivity is restored. Queue survives process restarts.

- Only active in external API mode (local daemon handles its own persistence)
- Zero dependencies — uses only Node built-ins (fs, crypto)
- Bulk removal via removeMany() for O(1) file rewrites during flush
- Cached item count so size() is O(1)
- Configurable: retainQueuePath, retainQueueMaxAgeMs (-1 = forever),
  retainQueueFlushIntervalMs (default 60s)
- Flushes on successful retain and on a periodic timer
- All logging routed through structured logger (api.logger)

Co-authored-by: billy <billy@oclaw.local>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Antoine Khater <ak@ptgroup.eu>
2026-04-01 18:06:57 +02:00
Nicolò Boschi
0c97b555ab release(autogen): v0.1.1 2026-04-01 17:51:46 +02:00
DK09876
a757765ab2
feat: add AutoGen integration for Hindsight (#719)
* feat: add AutoGen integration for Hindsight

Adds hindsight-autogen package providing FunctionTool instances that give
AutoGen agents persistent long-term memory via retain/recall/reflect APIs.

- Package: hindsight_autogen with create_hindsight_tools() factory
- 31 unit tests covering tool creation, invocation, config fallback, errors
- Docs page and integrations.json entry
- README with quickstart and configuration reference

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: address PR review feedback for autogen integration

- Fix install instructions to include autogen-agentchat and autogen-ext[openai]
- Add autogen.svg icon to prevent broken image in integrations grid
- Change icon reference from .png to .svg in integrations.json

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: add sleep between retain/recall and close clients in examples

- Add time.sleep(3) between retain and recall to wait for async processing
- Close Hindsight client and model client to avoid unclosed session warnings

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: use asyncio.sleep instead of time.sleep in async examples

time.sleep blocks the event loop; asyncio.sleep yields control.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: address PR review feedback - validation, defaults, release script

- Add autogen to VALID_INTEGRATIONS in release-integration.sh
- Remove unused verbose config field
- Extract DEFAULT_BUDGET/MAX_TOKENS/RECALL_TAGS_MATCH constants in config.py,
  import from tools.py to eliminate default duplication
- Add Literal types for budget and recall_tags_match validation
- Modernize type hints to X | None with from __future__ import annotations
- Add [tool.ruff] line-length = 120 to match monorepo convention
- Add py.typed PEP 561 marker
- Re-raise HindsightError before broad Exception catch
- Expand asyncio.sleep(3) comment explaining when/why it's needed
- Remove verbose from docs configure() reference table

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-01 17:48:11 +02:00
Derek Bouius
300d089b6a
fix: resolve remaining Dependabot security alerts (#833)
* fix: resolve remaining Dependabot security alerts

- Regenerate package-lock.json so npm overrides take effect
  (serialize-javascript, handlebars, path-to-regexp, brace-expansion)
- Upgrade Pygments 2.19.2 -> 2.20.0 in crewai and integration-tests
  lockfiles (fixes ReDoS via GUID matching)

* fix: resolve duplicate alembic revision ID d6e7f8a9b0c1

Two migrations shared the same revision ID: the merge migration
(drop_documents_metadata_column) and the trigram index migration
(case_insensitive_entities_trgm_index). Assign a new unique ID
to the trigram migration and update the downstream dependency.

* chore: fix lint formatting for generated and existing files
2026-04-01 17:22:38 +02:00
Derek Bouius
ee4510a762
fix(deps): address critical and high severity security vulnerabilities (#827)
* fix(deps): address critical and high severity security vulnerabilities

Bump vulnerable dependencies to patched versions across the monorepo:

Python (critical/high):
- fastmcp >=2.14.0 → >=3.2.0 (SSRF, path traversal, OAuth confused deputy, command injection)
- langchain-core >=1.2.11 → >=1.2.22 (path traversal in legacy load_prompt)

Python (low):
- cryptography >=46.0.5 → >=46.0.6 (incomplete DNS name constraint enforcement)
- pygments: add >=2.20.0 pin (ReDoS via GUID regex)

Node.js:
- serialize-javascript ^7.0.3 → ^7.0.5 (CPU exhaustion DoS)
- handlebars: add >=4.7.9 override (JS injection via AST type confusion)
- path-to-regexp: add >=0.1.13 override (ReDoS via route params)
- brace-expansion: add version range override (process hang/memory exhaustion)

Also adds type: ignore comments for FastMCP 2.x private attribute access that
ty now flags since FastMCP 3.x removed _tool_manager (guarded by try/except
and hasattr at runtime).

Regenerated all lock files across API, integrations, and tests.

* fix(deps): add ajv v8 scoped overrides for schema-utils and ajv-keywords

The global ajv ^6.14.0 override caused schema-utils and ajv-keywords to
receive ajv v6, but they require ajv v8 (for dist/compile/codegen). Add
scoped overrides to ensure these packages get ajv v8 while the global
override remains for packages that need v6.

* fix(tests): remove stateless_http from FastMCP() constructor calls

FastMCP 3.x no longer accepts stateless_http in the constructor. The
tests call tools directly without HTTP transport, so the parameter is
not needed.

* fix: update MCP tests for FastMCP 3.x _tool_manager removal

FastMCP 3.x removed _tool_manager. Tests now use
_local_provider._components for sync tool dict access and
mcp.list_tools() for async filtered tool listing.

* fix: resolve docusaurus build failures (ajv overrides + missing blog date)

- Remove global ajv ^6.14.0 override and scoped ajv-keywords/schema-utils
  overrides that caused webpack compilation errors manifesting as
  "Cannot read properties of undefined (reading 'date')" during SSR
  and "these parameters are deprecated" warnings. Natural version
  resolution (v6.12.6+ for v6 consumers, v8+ for v8 consumers) already
  satisfies the security fix (>= 6.12.3).
- Add missing date frontmatter to learning-capabilities blog post.

* chore: regenerate openapi spec and docs skill
2026-04-01 09:20:34 +02:00
Nicolò Boschi
d3d2684b11
fix(openclaw): add warn log and tests for CLI mode no-op in waitForReady (#799)
Follow-up to #764. Upgrades the silent debug log in waitForReady to
log.warn so unexpected calls before service.start() are visible, and
adds tests covering the CLI mode no-op path.
2026-03-31 09:25:52 +02:00
Kagura
41025c3b7c
fix(openclaw): defer heavy init to service.start() to avoid CLI slowdown (#764)
OpenClaw loads plugins on every CLI command (status, models auth add,
config validate, etc.), not just gateway start. The plugin was starting
LLM detection, daemon initialization, and API health checks immediately
in the default export, causing unnecessary resource usage and terminal
noise on routine CLI operations.

Move all heavy initialization (detectLLMConfig, embedManager.start(),
checkExternalApiHealth, client creation) into service.start() which is
only called when the gateway starts. The default export now only does
lightweight config parsing and service/hook registration.

Hooks (before_prompt_build, agent_end) gracefully no-op when called
before service.start() via the waitForReady guard.

Closes #746
2026-03-31 09:10:13 +02:00
Nicolò Boschi
75e2679cf1 release(llamaindex): v0.1.3 2026-03-30 18:34:25 +02:00
DK09876
d93dfea8ce
fix(llamaindex): document_id, memory API, and ReAct trace fixes (#777)
* fix(llamaindex): use uuid for document_id and sync version metadata

- Replace timestamp-based document_id with uuid4 hex to prevent
  collisions on rapid retains (timestamp_ms can duplicate in tight loops)
- Sync __version__ in __init__.py to match pyproject.toml (0.1.2)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(docs): pass memory to run() instead of ReActAgent constructor

LlamaIndex 0.14.x ReActAgent does not accept a memory parameter in
its constructor — it's silently dropped via **kwargs. Memory must be
passed to agent.run(memory=...) where AgentWorkflow picks it up.

Also fixes the undefined `tools` variable (now `tools=[]`).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(llamaindex): strip ReAct reasoning traces from retained assistant messages

HindsightMemory.put/aput now extracts only the final Answer: text from
assistant messages containing ReAct reasoning (Thought:/Action:/Observation:
prefixes), preventing internal reasoning traces from polluting long-term memory.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(llamaindex): fix docstring example to pass memory to run()

The HindsightMemory class docstring showed the broken pattern of passing
memory= to the ReActAgent constructor, which silently drops it. Updated
to show the correct pattern: pass memory to agent.run().

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-30 18:33:03 +02:00
Nicolò Boschi
a7adfbb0df release(codex): v0.2.0 2026-03-30 17:50:02 +02:00
Nicolò Boschi
3461398b52
feat(codex): add structured tool call retention from Codex rollout files (#778)
Parse all Codex rollout item types (function_call, local_shell_call,
exec_command_end, patch_apply_end, mcp_tool_call_end, web_search_call)
into structured JSON content blocks matching Claude Code's format.
Enabled by default via retainToolCalls setting.
2026-03-30 17:48:47 +02:00
Nicolò Boschi
2c72af5525 release(openclaw): v0.5.1 2026-03-30 16:58:18 +02:00
Nicolò Boschi
41bb6d710b Revert "Bump openclaw integration to v0.5.1"
This reverts commit a3e458ad43.
2026-03-30 16:57:39 +02:00
Nicolò Boschi
a3e458ad43 Bump openclaw integration to v0.5.1 2026-03-30 16:55:58 +02:00
Nicolò Boschi
704e41fa27
Fix trailing commas in openclaw.plugin.json and add JSON manifest CI tests (#774)
Fixes #771 — two trailing commas in openclaw.plugin.json caused OpenClaw's
strict JSON parser to reject the plugin manifest during installation.

Also adds JSON validation tests for both the openclaw plugin manifest and
the claude-code hooks.json so CI catches invalid JSON before release.
2026-03-30 16:55:06 +02:00
Nicolò Boschi
88630f93d7 release(hermes): v0.5.0 2026-03-30 14:50:04 +02:00
Nicolò Boschi
6a28373ecf release(openclaw): v0.5.0 2026-03-30 14:47:01 +02:00
Nicolò Boschi
b8b40e458b release(codex): v0.1.1 2026-03-30 14:40:58 +02:00
Nicolò Boschi
e65bd361cc release(llamaindex): v0.1.2 2026-03-30 14:37:15 +02:00
Nicolò Boschi
5b16882a5e chore(llamaindex): bump version to 0.1.1 2026-03-30 14:32:10 +02:00
Nicolò Boschi
56489a58d1
refactor(llamaindex): merge into single hindsight-llamaindex package (#760)
* refactor(llamaindex): merge two packages into single hindsight-llamaindex

Merge `llama-index-tools-hindsight` and `llama-index-memory-hindsight` into
a single `hindsight-llamaindex` package following our naming convention.

- Rename package to `hindsight-llamaindex` (Python module: `hindsight_llamaindex`)
- Move HindsightToolSpec and HindsightMemory into the same package
- Delete `llamaindex-memory/` directory
- Add CI test job for llamaindex integration
- Update docs, blog post, and integrations.json

* fix(blog): update llamaindex blog post for merged package

- Move date to 2026-03-30
- Add HindsightMemory (automatic BaseMemory) pattern
- Fix "bank must exist first" pitfall — mission auto-creates
- Align all code examples with docs page
- Update architecture diagram to show both patterns

* fix(docs): add llamaindex/openai icons, rename Codex

- Add llamaindex.png and openai.png icons
- Rename "OpenAI Codex CLI" to "Codex" in integrations.json and docs
- Use openai.png icon for Codex integration
2026-03-30 14:30:48 +02:00
Nicolò Boschi
ecf16ea1e6
fix(codex): cleanup dead code, add release lifecycle and docs (#753)
* fix(codex): cleanup dead code and add to release lifecycle

- Remove orphaned reflect() method from client.py (leftover from dropped auto-mode)
- Remove dead retainToolCalls config default (never wired through)
- Add codex to release-integration.sh valid integrations
- Add settings.json version fallback to release script
- Add codex CI test job in test.yml
- Add codex to integrations.json registry

* docs(codex): add changelog page and link from integration docs

* feat(codex): add hosted installer script (get-codex)

Add self-contained installer at hindsight.vectorize.io/get-codex that
downloads scripts from GitHub, configures hooks, and supports local/cloud
mode selection — no git clone required.

Update docs and README to use the one-liner install:
  curl -fsSL https://hindsight.vectorize.io/get-codex | bash

* chore(codex): remove install.sh in favor of hosted get-codex

* fix(docs): use /next/ prefix for codex changelog link

* fix(docs): use GitHub link for codex changelog back-link
2026-03-30 11:34:43 +02:00
Ben
0b17a67c70
feat: add Hindsight memory integration for OpenAI Codex CLI (#730)
* feat(codex): add Hindsight memory integration for OpenAI Codex CLI

Hooks-based integration that gives Codex CLI long-term memory via Hindsight.
Three hooks keep memory in sync: SessionStart (daemon pre-warm), UserPromptSubmit
(recall + context injection), Stop (retain conversation to memory).

Key differences from the Claude Code integration:
- Codex transcript format: JSONL with {msg: {type, message}} (user_message/agent_message)
- No CODEX_PLUGIN_ROOT env var — install.sh writes hooks.json with absolute paths
- State stored in ~/.hindsight/codex/state/ (not CLAUDE_PLUGIN_DATA)
- No async: true in hooks (not supported by Codex)
- No SessionEnd event
- hooks.json written to ~/.codex/hooks.json with codex_hooks = true in config.toml

* fix(codex): fix transcript parser for actual Codex disk format

Codex stores sessions as rollout-*.jsonl with response_item entries:
  User:      {type:response_item, payload:{type:message, role:user, content:[{type:input_text, text:...}]}}
  Assistant: {type:response_item, payload:{type:message, role:assistant, phase:final_answer, content:[{type:output_text, text:...}]}}

Previous parser expected an undocumented {msg:{type:user_message}} format from the Rust protocol spec
that does not match the actual on-disk storage format.

* feat(codex): add reflect mode to UserPromptSubmit hook

Add recallMode config option (default: 'recall') that switches the
UserPromptSubmit hook between:
- 'recall': existing behavior, fast raw facts list
- 'reflect': agentic synthesis loop, returns coherent prose answer

Also adds reflect() method to HindsightClient and HINDSIGHT_RECALL_MODE
env var override. Reflect uses a 25s timeout (vs 10s for recall).

* feat(codex): auto mode for recall/reflect selection

Add recallMode: 'auto' (new default) that picks the operation per-query:
- Synthesis patterns (what do you know, what's my, summarize, etc.) → reflect
- All other prompts → recall (fast, raw facts, better for code tasks)

* feat(codex): add automated test suite and finalize recall-only mode

* docs(codex): add docs page and sidebar entry for Codex CLI integration
2026-03-30 10:51:53 +02:00
Nicolò Boschi
e7c9a6832d
fix(hermes): sync lifecycle hooks for hermes-agent 0.5.0 (#741)
* fix(hermes): convert lifecycle hooks to sync for hermes-agent 0.5.0 compatibility

hermes-agent 0.5.0 calls plugin hooks synchronously via invoke_hook(),
but our pre_llm_call/post_llm_call were async — coroutines were never
awaited, so recall context injection and auto-retain silently did nothing.

Switch hooks to sync client methods and add integration tests using
the real hermes-agent PluginManager.

* fix(hermes): use proper hermes-agent dep with uv source override

Replace inline git URL with standard `hermes-agent>=0.5.0` version
constraint plus `[tool.uv.sources]` to resolve from the git tag until
0.5.0 lands on PyPI.
2026-03-30 10:44:54 +02:00
DK09876
2d787c4ffd
feat: add LlamaIndex integration (#672)
* feat: add LlamaIndex integration for Hindsight

Add hindsight-llamaindex package providing persistent memory tools for
LlamaIndex agents via the native BaseToolSpec pattern. Includes retain,
recall, and reflect tools, a convenience factory, global config, full
test suite, docs page, blog post, and integrations.json entry.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: address PR review feedback for llamaindex integration

- Fix ReActAgent API: from_tools() → constructor, chat() → await run()
- Add create_bank step to all quickstart examples
- Add production patterns section to docs (tags, error handling, bank lifecycle)
- Add memory scoping recommendation to README
- Add when-not-to-use section to blog post
- Add LlamaIndex compatibility tests (agent acceptance, FunctionTool.call)
- Fix self-hosted auth wording in cookbook notebook

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: use async client methods and asyncio.run() for runnable examples

- Use await client.acreate_bank() instead of sync create_bank() to
  avoid "event loop already running" errors in notebooks and async contexts
- Wrap plain Python examples in async def main() + asyncio.run(main())
  so they are copy-paste runnable as scripts
- Add Jupyter notebook tip to docs showing top-level await pattern
- Bank lifecycle example in docs now uses async acreate_bank

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: add async tool methods to avoid event loop conflicts

HindsightToolSpec now provides both sync and async tool implementations
using LlamaIndex's (sync_fn, async_fn) tuple pattern in spec_functions.
Async agents (ReActAgent, etc.) use aretain/arecall/areflect natively,
avoiding the "Timeout context manager should be used inside a task"
error that occurred when sync _run_async() was called from within an
active event loop.

- Add aretain_memory, arecall_memory, areflect_on_memory async methods
- Extract shared kwargs builders (_retain_kwargs, _recall_kwargs, etc.)
- spec_functions now uses tuples: [("retain_memory", "aretain_memory"), ...]
- Tests verify tools have both sync fn and async fn set
- Notebook verified end-to-end with nbclient against local Hindsight

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* chore: remove blog post from integration PR

The blog post will be pulled in separately from its own PR.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Address PR review: add context label, document_id auto-gen, bank mission, graceful errors

- Add `retain_context` param (default: "llamaindex") as source label on retain ops
- Auto-generate `document_id` as `{session_id}-{timestamp_ms}` when not provided
- Add `retain_async` param (default: True) for non-blocking retain processing
- Add `mission` param for automatic bank creation/management on first use
- Change error handling from raising HindsightError to graceful log + return message
- Add per-operation timeout constants in _client.py
- Add `context` and `mission` fields to config.py and configure()
- Update docs: document as standalone package (not LlamaHub), new params, patterns
- Tests: 51 passing (up from 34), covering all new features

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Restructure to LlamaIndex namespace packages + add BaseMemory implementation

Tools package (llama-index-tools-hindsight):
- Restructured from hindsight_llamaindex/ to llama_index/tools/hindsight/
- Import: from llama_index.tools.hindsight import HindsightToolSpec
- Follows PEP 420 implicit namespace package convention
- Removed retain_async param (client.retain() doesn't support async_processing)

Memory package (llama-index-memory-hindsight):
- New package: llama_index/memory/hindsight/
- HindsightMemory(BaseMemory) for automatic memory
- put() auto-retains user/assistant messages to Hindsight
- get(input) auto-recalls relevant memories, prepends as system message
- Graceful error handling, bank mission management, document_id generation
- 28 unit tests passing

Both packages follow LlamaIndex community conventions for future LlamaHub submission.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-30 10:43:35 +02:00
akhater
d441ab814d
feat(openclaw): configurable logging with structured output (#739)
* feat(openclaw): configurable logging with structured output

Replace raw console.log/warn/error spam with a structured logger.
New plugin settings: logLevel, logSummaryIntervalMs, logCompact.
Bank mission log demoted to verbose-only. Retain/recall batched
into periodic summaries. Each recall now shows memory count injected.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* use api.logger for framework-consistent output, show autoRecall/autoRetain on init

Route all log output through OpenClaw's api.logger instead of raw console
calls. Matches mem0 plugin style. Startup now shows mode + feature flags.
Dropped logCompact setting (framework handles formatting). Added subtle
slate-blue color to hindsight prefix for visual differentiation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* add bank name to init and summary logs, fix singular/plural consistency

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* rename log levels to standard: off, error, warning, info, debug

Per review feedback — use standard level names instead of custom ones.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: billy <billy@oclaw.local>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Nicolò Boschi <boschi1997@gmail.com>
2026-03-30 10:38:02 +02:00
Rutimka
cd4d449f8e
fix(openclaw): add recallTimeoutMs config option for auto-recall (#736)
The auto-recall timeout was hardcoded to 10s but recall with budget=high
can take 13s+. This adds a configurable recallTimeoutMs option (default:
10000ms) so users can increase the timeout when using higher recall budgets.

Also adds recallInjectionPosition to the plugin schema (it was already
implemented in code but missing from the JSON schema validation, causing
config rejection).

Co-authored-by: Marco Rutsch <marco@rutimka.de>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-28 17:59:23 +01:00
Nicolò Boschi
9321c59bf1 release(ag2): v0.1.1 2026-03-27 10:12:30 +01:00
Nicolò Boschi
e5c7e166c5
fix(ag2): code cleanup and CI/release integration (#721)
- Remove unnecessary `pass` in HindsightError
- Add `Callable` return type annotations to create/register functions
- Use lazy logger formatting instead of f-strings
- Add test-ag2-integration CI job in test.yml
- Add ag2 to release-integration.sh valid integrations
2026-03-27 10:10:14 +01:00
Faridun Mirzoev
731238707d
feat(integrations): add AG2 framework integration (#720)
Add hindsight-ag2 package providing persistent memory tools for AG2 agents via retain/recall/reflect operations.
2026-03-27 09:41:37 +01:00
Nicolò Boschi
200bab233e
feat(openclaw): add recallInjectionPosition config to preserve prompt cache (#710)
* feat(openclaw): add recallInjectionPosition config to preserve prompt cache

Add configurable injection position for recalled memories to avoid
breaking prefix-based prompt caching (Anthropic/Google) when agents
have large static system prompts.

Options: 'prepend' (default, current behavior), 'append' (end of
system prompt, preserves cache), 'user' (before user message).

Closes #703

* docs(openclaw): document all plugin config flags

Add missing config options to the OpenClaw docs: recallTopK,
recallTypes, recallContextTurns, recallMaxQueryChars,
recallPromptPreamble, recallInjectionPosition, recallRoles,
retainEveryNTurns, retainOverlapTurns, and debug.
2026-03-26 16:09:25 +01:00
Nicolò Boschi
91397190c0
docs(claude-code): tidy configuration reference and sync README (#706)
* docs(claude-code): tidy configuration reference and sync README

Add missing settings (retainMode, retainToolCalls, retainTags,
retainMetadata, embedPackagePath, llmApiKeyEnv, agentName, and
several recall options) that existed in code but not in docs.
Restructure config tables with prose introductions, clearer
descriptions, and consistent layout across both files.

* refactor(claude-code): remove recallTopK setting

Unused client-side cap — Hindsight server already controls result
count via recallBudget and recallMaxTokens.
2026-03-26 14:07:35 +01:00
Nicolò Boschi
ea4df8dbb5
fix: resolve remaining Dependabot security alerts (#705)
- python-multipart: pin >=0.0.22 (arbitrary file write via non-default config)
- requests: pin >=2.33.0 in litellm, langgraph, crewai integrations (insecure temp file reuse)

Remaining unfixable alerts: diskcache (<=5.6.3, no patch) and Pygments (<=2.19.2, no patch).
2026-03-26 13:43:27 +01:00
Nicolò Boschi
b6a4f17cbe
fix: resolve all Dependabot security alerts (#702)
- requests: bump minimum to >=2.33.0 (CVE temp file reuse)
- streamlit: bump minimum to >=1.54.0 (SSRF/NTLM exposure)
- picomatch: add npm override for >=2.3.2/<3 || >=4.0.4 (ReDoS + method injection)
- flatted: tighten override to >=3.4.2 (prototype pollution)
- yaml: add npm override for >=1.10.3 (stack overflow)
- rustls-webpki: cargo update to 0.103.10 (CRL distribution point)
- Also fix pre-existing ty lint error in metrics.py (type: ignore for Windows resource import)
- Pygments: no patch available (<=2.19.2 vulnerable, no fix released)
2026-03-26 13:15:36 +01:00
Nicolò Boschi
ffc96bec97 release(claude-code): v0.3.0 2026-03-26 12:58:25 +01:00
Nicolò Boschi
8cb8b9128e
feat(claude-code): retain tool calls as structured JSON (#704)
When retainToolCalls is enabled (new default), the retention transcript
is output as JSON with full message structure including tool_use blocks
(Edit, Read, Bash, Grep, etc.) and their complete input dicts, plus
tool_result blocks (truncated at 2k chars). This preserves the context
of what actions the assistant actually took, not just its narration.

Hindsight MCP tools (recall/retain/reflect) are excluded to prevent
feedback loops. Channel message tools still get their text extracted
inline. Setting retainToolCalls=false falls back to the legacy text
format.
2026-03-26 12:58:09 +01:00
Nicolò Boschi
64d96a9c53 release(claude-code): v0.2.0 2026-03-26 12:11:28 +01:00
Nicolò Boschi
2d31b67d0c
feat(claude-code): full-session retain with document upsert and configurable tags (#695)
* feat(claude-code): full-session retain mode with document upsert and configurable tags

Switch default retain behavior from per-turn chunks to full-session upsert.
Each session is now retained as a single document (document_id = session_id)
that gets updated on every Stop event, instead of creating fragmented
documents with timestamp-suffixed IDs.

New config options:
- retainMode: "full-session" (default) or "chunked" (legacy)
- retainTags: list with template variable support ({session_id}, {bank_id}, {timestamp})
- retainMetadata: extra metadata dict merged with built-in fields, supports templates

* fix(claude-code): respect retainEveryNTurns in full-session mode

The turn-count gating was only applied in chunked mode, meaning
full-session mode would re-ingest the entire transcript on every
single Stop event. Now retainEveryNTurns gates both modes.

Also fix test isolation: resolve ~/.hindsight/claude-code.json at
call time (not module load) so HOME override in tests works correctly.

* fix(claude-code): fix config tests after USER_CONFIG_PATH removal

Update tests to use HOME env var override instead of monkeypatching
the removed USER_CONFIG_PATH constant. Add autouse fixture to
TestLoadConfig to isolate all config tests from real user config
and HINDSIGHT_* env vars.
2026-03-26 12:06:30 +01:00
Ben
a94a90ea3f
fix(claude-code): make fcntl import conditional for Windows compatibility (#694)
fcntl is a Unix-only module — importing it unconditionally causes an
ImportError on Windows, breaking the entire plugin. Guard the import with a
sys.platform check and fall back to a no-op lock path in
increment_turn_count() so Windows users get correct behaviour without
crashing.
2026-03-25 18:20:27 +01:00
Ben
22ca6a8d73
fix: add setup_hooks.py and hindsight:setup skill for hook registration (#690)
Claude Code's plugin installer does not merge hooks.json into settings.json
automatically. This adds a setup script and skill that users can run once
after installing the plugin to register the hooks manually.
2026-03-25 16:59:25 +01:00
Nicolò Boschi
0ff36548e0
feat(hermes): file-based config + updated docs (#686)
* feat(hermes): file-based config + updated docs

Replace the old dataclass/configure() singleton with a plain dict
config loaded from ~/.hindsight/hermes.json — same field names and
conventions as the openclaw and claude-code integrations.

Loading order: defaults → config file → env var overrides.

- config.py: rewritten with load_config() returning a plain dict,
  DEFAULTS matching openclaw/claude-code fields, ENV_OVERRIDES with
  typed casting
- tools.py: register() uses load_config() instead of raw env vars
- __init__.py: clean exports (removed configure/get_config/reset_config)
- README.md: full rewrite with config file examples, tables by category
- docs/hermes.md: full rewrite with quick start, architecture, all
  config tables, gateway section, troubleshooting
- tests: updated for new config pattern, 46 tests pass

* ci: add test job for hermes integration

* chore: regenerate docs skill for hermes integration
2026-03-25 16:11:38 +01:00
Nicolò Boschi
35dfd3aa0c
fix(hermes): use async client methods to prevent event loop deadlock (#677) (#681)
Tool handlers and lifecycle hooks now use the native async client API
(aretain, arecall, areflect, acreate_bank) instead of sync wrappers
that call loop.run_until_complete(), which deadlocks in async contexts
like Discord/Telegram gateways.
2026-03-25 11:25:06 +01:00