* doc: add Claude Code + Telegram + Hindsight blog post
* doc: add fabioscarsi to blog authors
* doc: update fabioscarsi title to Contributor
* doc: remove horizontal rule dividers from blog post
* doc: update cover image and add image frontmatter for claude-code-telegram blog post
* doc: remove horizontal rule dividers
* doc: align Hindsight setup steps with PR #661 README
* fix: move marketplace.json to repo root and update source path
* doc: add Claude Code integration page, sidebar, and integrations hub entry
* doc: update versioned docs to 0.4.19
---------
Co-authored-by: Ben <ben.bartholomew@vectorize.io>
Rename hindsight-openclaw-pro → HindClaw and update description to
reflect the current architecture: server-side Hindsight extensions
(hindclaw-extension on PyPI), Terraform provider for infrastructure
management, and the hindclaw-openclaw gateway plugin.
Link points to https://github.com/mrkhachaturov/hindclaw.
* feat: add LangGraph integration with tools, nodes, and store patterns
Add hindsight-langgraph SDK providing three integration patterns:
- Tools: retain/recall/reflect as LangChain tools for ReAct agents
- Nodes: automatic memory injection and storage as graph steps
- Store: LangGraph BaseStore implementation for checkpoint-based memory
Fix: remove `from __future__ import annotations` in nodes.py which
prevented LangGraph from passing RunnableConfig to node functions
(runtime type inspection saw string annotations instead of actual types).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: register langgraph with independent versioning system
- Set version to 0.1.0 (integrations are versioned independently)
- Add langgraph to VALID_INTEGRATIONS in release-integration.sh
- Add changelog page for langgraph integration
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove manual cookbook recipe page
The sync-cookbook script will auto-generate this from the notebook
in hindsight-cookbook once PR #17 is merged.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: comprehensive improvements to langgraph integration
Code fixes:
- Retain node only stores latest messages instead of all history (prevents duplicates)
- Handle multimodal msg.content (list type) in nodes
- Fix store docstring separator "/" → "."
- Apply search filters before pagination in store
- Add ttl parameter to store.aput for LangGraph BaseStore compat
- Fix _ensure_bank to not cache failed bank creations
- Fix falsy value bugs (or → is not None) in tools
- Remove from __future__ import annotations from all files
- Consistent default budget="mid" across tools/nodes/store
- Bump langgraph floor to >=0.3.0, remove duplicate dev deps
Docs fixes:
- Fix broken Cloud client example (base_url is required)
- Complete API reference tables with all parameters
- Add Limitations and Notes section (async-only store, etc.)
- Add Requirements section
- Fix broken cookbook link and Cloud claim in blog post
All 61 unit tests pass. E2E tested against Hindsight Cloud:
tools, nodes, store, configure(), multimodal content.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove blog post (lives in hindsight-marketing-content)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove Hindsight Cloud section from langgraph docs
Keep OSS docs self-hosted-first, consistent with other integration
docs (crewai, pydantic-ai, agno). Cloud setup details live in the
cookbook notebooks.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* docs: explicitly mention LangChain compatibility in langgraph integration
The tools pattern (create_hindsight_tools) only depends on
langchain-core and works with plain LangChain via bind_tools() —
no LangGraph required. Update docs to make this clear with both
LangGraph and LangChain quick start examples.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review findings
1. Guard manual test files with if __name__ == "__main__" so pytest
doesn't collect and execute them during test runs
2. Remove semantic fallback in HindsightStore.aget() — only return
exact document_id matches, not unrelated semantic search hits
3. Make langgraph an optional dependency — tools pattern only needs
langchain-core. Install with pip install hindsight-langgraph[langgraph]
for nodes and store patterns. Lazy imports with clear error messages.
4. Clean up README to be self-hosted-first, consistent with other
integration docs
5. Update docs requirements section to reflect optional langgraph dep
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review feedback for langgraph integration
- Fix#2: Add per-bank asyncio.Lock to _ensure_bank for concurrency safety
- Fix#3: Clamp search score to max(0.0, ...) to prevent negative values
- Fix#4: Implement suffix matching in _handle_list_namespaces
- Fix#5: Truncate namespaces to max_depth instead of filtering (per BaseStore contract)
- Fix#6: Remove list_namespaces/alist_namespaces overrides — let base class handle prefix=/suffix= kwargs
- Fix#7: Document ephemeral namespace tracking and get() limitations in class docstring
- Fix#8: Add stable ID to recall node SystemMessage, document ordering behavior
- Fix#9: Change budget/max_tokens/recall_tags_match defaults to None so global config fallback works
- Fix#10: Conditionally populate __all__ so import * works without langgraph installed
- Fix#11: Bump langgraph lower bound from >=0.3.0 to >=0.5.0
- Fix#12: Extract _resolve_client to shared _client.py module
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address remaining review gaps for langgraph integration
- Add output_key parameter to create_recall_node for prompt ordering control
- Add prefix/suffix/combined filter tests for list_namespaces
- Add output_key unit tests (memory text, none on empty, none on error)
- Remove unused imports and backward-compat alias in tools.py
- Update docs with output_key usage example and API reference
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: relax langgraph version constraint to >=0.3.0
Research confirmed all required APIs (BaseStore, SearchItem, Result,
GetOp, PutOp, SearchOp, ListNamespacesOp) are available since
langgraph-checkpoint 2.0.7, which maps to langgraph >=0.2.63.
Using >=0.3.0 as a clean semver boundary — >=0.5.0 was unnecessarily
conservative and excluded many compatible versions.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
- Add IntegrationsBanner component with infinite left-to-right CSS scroll animation showing all clients, integrations, and LLM providers
- Place banner below the navbar on every page via Navbar theme wrapper
- Add Agno and Hermes to both the IntegrationsGrid and the banner
- Remove right border from doc sidebar via custom.css
* feat: independent versioning for integrations
- Add per-integration changelog pages at /changelog/integrations/<name>
- Move main changelog to changelog/index.md (URL unchanged)
- Add --integration flag to generate-changelog for LLM-based per-integration changelog generation
- Add scripts/release-integration.sh <name> <version> for cutting integration releases
- Add .github/workflows/release-integration.yml to publish on integrations/** tags
- Remove integrations from main release.sh and release.yml cycle
* fix: add agno and hermes integration docs to version-0.4 for production build
* chore: apply ruff formatting to generate_changelog.py
* feat: add Agno integration with Hindsight memory toolkit
Add hindsight-agno package providing Hindsight memory tools (retain,
recall, reflect) as an Agno Toolkit, following the same pattern as
Agno's Mem0Tools. Includes per-user bank isolation, global config,
bank auto-creation, and memory_instructions() for system prompt
injection.
Also adds cookbook documentation page with architecture diagrams,
quick start examples, and configuration reference.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove n8n blog post, add Agno icon, bind to release process
- Remove n8n blog post from the agno integration branch
- Add Agno logo icon and map hindsight-agno SDK tag in CookbookGrid
- Add hindsight-agno to release.sh PYTHON_PACKAGES array
- Add build, publish, artifact upload, and release asset steps in release.yml
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove cookbook page (moved to hindsight-cookbook repo)
The Agno cookbook application now lives in
vectorize-io/hindsight-cookbook/applications/agno-memory.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* feat: add hindsight-hermes integration for Hermes Agent
* chore: add Hermes docs page, icon, and release process bindings
- Add cookbook page for Hermes integration (synced with README)
- Add Hermes icon and map hindsight-hermes SDK tag in CookbookGrid
- Add cookbook entry to index.mdx
- Add hindsight-hermes to release.sh PYTHON_PACKAGES array
- Add build, publish, artifact upload, and release asset steps in release.yml
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* docs: revamp sidebar with icon grid components and language support
- Merge Clients and Integrations sections into the developer sidebar
(removed top-level SDKs navbar item)
- Reorder sidebar: Architecture → API → Clients → Integrations → Hosting
- Unify icon system using react-icons (LuXxx/SiXxx) via customProps.icon
- Add uppercase section titles with increased spacing and reduced indentation
- Rename Node.js → "JavaScript / TypeScript" with TypeScript icon
- Add reusable IconGrid and SupportedGrids components (ClientsGrid,
IntegrationsGrid, LLMProvidersGrid)
- Use grids in FAQ, Models, Overview, and Quick Start pages
- Convert developer/index.md, models.md, faq.md to MDX for JSX support
* docs: add Best Practices page as unversioned standalone page
- Add src/pages/best-practices.mdx covering core concepts (memory banks,
taxonomy, memory types), bank configuration (missions, dispositions,
entity labels), retain (formats, context, document_id, tags, observation
scopes), recall (budget, tag filtering, include options), reflect
(recall vs reflect decision, response_schema, auditing), mental models,
and anti-patterns
- Add Resources section to sidebar with Best Practices and FAQ links
- Update generate-docs-skill.sh to include standalone pages (best-practices,
faq) from src/pages/ into the agent skill references
- SKILL.md now surfaces best-practices.md as the recommended starting point
* fix: remove leftover merge conflict markers in DocSidebarItem Link
* fix: add missing lu-star, lu-circle-help, lu-file-text icons to sidebar map
* fix: remove duplicate LuFileText import
* fix: add Best Practices and FAQ to Resources navbar dropdown
* docs: hide right TOC and add manual TOC to best practices page
* docs: hide right TOC and add manual TOC to FAQ page
* fix: add lu-star icon to navbar item icon map
* fix: correct broken anchor in best practices TOC
* docs: revamp sidebar with icon grid components and language support
- Merge Clients and Integrations sections into the developer sidebar
(removed top-level SDKs navbar item)
- Reorder sidebar: Architecture → API → Clients → Integrations → Hosting
- Unify icon system using react-icons (LuXxx/SiXxx) via customProps.icon
- Add uppercase section titles with increased spacing and reduced indentation
- Rename Node.js → "JavaScript / TypeScript" with TypeScript icon
- Add reusable IconGrid and SupportedGrids components (ClientsGrid,
IntegrationsGrid, LLMProvidersGrid)
- Use grids in FAQ, Models, Overview, and Quick Start pages
- Convert developer/index.md, models.md, faq.md to MDX for JSX support
* fix: use inline style for label color to prevent link color inheritance
* fix: label visibility and rename JavaScript/TypeScript to TypeScript
* feat: add HTTP client to grid and OpenAI Compatible to LLM providers grid
* doc: split blog index into Hindsight and Hindsight Cloud sections
- Tag the document upload post with `hindsight-cloud`
- BlogListPage renders two sections, capping Cloud at 3 posts with a "View all →" link
- Swizzle BlogTagsPostsPage so /blog/tags/hindsight-cloud uses the custom grid layout
* doc: attribute blog posts to Nicolò Boschi with GitHub profile image
Replace the generic "Hindsight Team" author with the real author entry
(nicoloboschi) across all 15 blog posts. GitHub profile image is loaded
from https://github.com/nicoloboschi.png.
* doc: add Hindsight Team title to nicoloboschi author
* doc: assign blog posts to correct authors based on git blame
- Add benfrank241 (Ben Bartholomew) and chrislatimer (Chris Latimer) to authors.yml
- Assign 7 posts to Ben, 1 post to Chris, remainder stay with Nicolò
Addresses common questions from community discussions on the recommended
format and flow for retaining conversations (JSON array vs plain text,
upsert pattern, avoiding pre-summarization).
* doc: update cookbook
* fix(cookbook): preserve tag keys during sync, strip local .md links
- Fix extract_tags_from_readme/notebook to return dict[str,str] preserving
sdk/topic keys instead of bare values, preventing topics like
"Customer Service" from being misclassified as SDK
- Add strip_local_md_links() to remove relative .md references that
would cause broken link errors in Docusaurus build
* ci: run test-doc-examples independently without waiting for test-rust-cli
Build the CLI directly in the job instead of downloading the artifact,
so test-doc-examples can start at the beginning in parallel with all other jobs.
* docs: move entity labels detail to memory-banks, simplify retain overview
* docs: move entity labels blurb under entity-recognition section in retain
* docs: update metadata filtering FAQ to cover entity graph retrieval and entity labels tag option
* docs: enable TOC and fix missing separators in FAQ
* docs: add benchmarks leaderboard screenshot and link to models page
* docs: add 'Which model should I use?' FAQ entry with leaderboard screenshot
* docs: fix leaderboard description to cover retain, reflect, and observations
* feat(go-client): add NewAPIClientWithToken helper and expand recall vs reflect FAQ
- Add NewAPIClientWithToken convenience function to Go client for easy authenticated client creation
- Expand FAQ with detailed "When should I use recall vs reflect?" guidance including practical examples
* fix(go-client): add go build to CI and preserve hindsight_client.go in generator
- Add explicit 'go build ./...' step before integration tests for faster compile feedback
- Preserve hindsight_client.go as a maintained file in generate-clients.sh
* docs: add AI SDK integration documentation
- Add comprehensive AI SDK documentation in docs/sdks/integrations/ai-sdk.md
- Detailed description of all three memory tools (retain, recall, reflect)
- Complete parameter documentation and return types
- Advanced usage patterns (streaming, multi-user, ToolLoopAgent)
- HTTP client example for zero-dependency usage
- TypeScript types and API reference
- Best practices and system prompt examples
- Update AI SDK README to brief quickstart with link to docs
- Single source of truth: comprehensive docs in documentation site
- README now focuses on quick setup and points to full docs
- Maintains features list and basic example for npm page
* fix
* fix: rename openclawd to openclaw
* fix: rename openclawd to openclaw
* Revise OpenClaw documentation and remove dev section
Updated the description of local memory for OpenClaw agents and removed the development section along with requirements and links.
* doc: introduce mental models blog post
Write blog post introducing Mental Models in Hindsight 0.4.0:
- Evolution from observations and opinions
- How mental models work (consolidation, evidence tracking)
- Breaking changes and migration path
- Environment variable to enable (experimental)
- Agentic reflect explanation
* updates
* Update 2026-01-26-learning-capabilities.md
* fix: doc build issues
- Add missing code snippets for versioned docs (recall-opinions-only, recall-include-entities, bank-background)
- Fix broken links by using relative paths for version compatibility
- Update blog post title to sentence case
- Clear versions.json since v0.3 versioned docs don't exist yet
- Enable INCLUDE_CURRENT_VERSION in build script
* fix: update doc links after rebase
- Fix blog post to link to correct pages (/developer/api/mental-models and /developer/observations)
- Fix CLI docs to link to /api-reference instead of /api
* feat: add directives section to blog post
- Update intro to mention three layers of knowledge
- Add concise Directives section for compliance/guardrails
- Add directives to resources section
- Keep focus on learning capabilities (observations and mental models)
* fix: revert intro to focus on learning capabilities only
Directives are a separate feature for compliance/guardrails, not a learning capability. The blog post is about observations and mental models.
* Add documentation code validation system
- Create runnable example scripts in examples/api/ (19 files)
- Add CodeSnippet component for extracting marked sections
- Add raw-loader dependency for importing source files
- Create sample retain-new.mdx showing new approach
- Add README documenting coverage and gaps
* Fix wheel glob expansion in test-doc-examples CI job
* Fix CI issue
* Fix wheel path - uv build outputs to repo root dist/
* Fix: use explicit shell expansion for wheel install
* Fix: run cd in subshell so install runs from repo root
* Add documentation code validation CI job
- Use uv sync + uv run pattern (matches existing CI)
- Add requests to test dependencies for cleanup scripts
* Fix async API client usage in documents.py example
* Fix main-methods.py: RecallResult and ReflectFact don't have weight attribute
* Fix opinions.py: use actual API attributes instead of non-existent ones
* Fix example scripts: remove non-existent API attributes
- recall.py: remove .weight, fix entities iteration (dict not list)
- retain.mjs: remove result.async check
* bump pg0 0.11.x and improve documentation
* bump pg0 0.11.x and improve documentation
* bump pg0 0.11.x and improve documentation
* ci: test notebooks on ci
* ci: test notebooks on ci
* rm llms-full from repo
* formatting
* formatting
* feat: support for gemini-3-pro and gpt-5.2
* feat: support for gemini-3-pro and gpt-5.2
* feat: support for gemini-3-pro and gpt-5.2
* feat: support for gemini-3-pro and gpt-5.2
* feat: add local mcp server
* docs
* docs
