fleet-memory/skills/hindsight-docs/references/developer
Nicolò Boschi e5944b63e7
feat: add OpenRouter support for LLM, embeddings, and reranking (#930)
* docs: add best practice for filtering recall by memory shape (#856)

Add guidance on using entity labels with `tag: true` to deterministically
filter recall results when a bank contains different memory shapes
(e.g., concise rules vs. detailed procedures).

* feat: add OpenRouter support for LLM, embeddings, and reranking

OpenRouter is OpenAI-compatible for chat/embeddings and Cohere-compatible
for reranking, so no new provider classes are needed.

- LLM: added as OpenAICompatibleLLM provider (default model: qwen/qwen3.5-9b)
- Embeddings: reuses OpenAIEmbeddings with OpenRouter base URL (default: perplexity/pplx-embed-v1-0.6b)
- Reranker: reuses CohereCrossEncoder with OpenRouter rerank endpoint (default: cohere/rerank-v3.5)
- API key fallback chain: dedicated key → shared OPENROUTER_API_KEY → LLM_API_KEY

* chore: regenerate docs skill references and fix formatting
2026-04-08 11:24:21 +02:00
..
api fix(ci): resolve all CI failures (#847) 2026-04-02 17:17:42 +02:00
admin-cli.md Fix run-db-migration for all-tenant upgrades (#530) 2026-03-10 10:10:03 +01:00
configuration.md feat: add OpenRouter support for LLM, embeddings, and reranking (#930) 2026-04-08 11:24:21 +02:00
development.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00
extensions.md feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
index.md doc: add langgraph and nemoclaw (#633) 2026-03-20 16:18:05 +01:00
installation.md docs: add supported platforms and Windows installation guide (#700) 2026-03-26 12:01:30 +01:00
mcp-server.md fix: doc build 2026-02-26 18:01:56 +01:00
models.md feat(google): add support for google embeddings and reranker (#863) 2026-04-07 09:15:31 +02:00
monitoring.md feat: add LiteLLM LLM provider for Bedrock and 100+ providers (#679) 2026-03-25 14:17:38 +01:00
multilingual.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00
observations.md feat(skill): validate links, strip images, include openapi.json and changelog (#614) 2026-03-19 12:32:33 +01:00
performance.md Release v0.4.13 2026-02-19 18:46:07 +01:00
rag-vs-hindsight.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00
reflect.md feat(skill): validate links, strip images, include openapi.json and changelog (#614) 2026-03-19 12:32:33 +01:00
retain.md feat(skill): validate links, strip images, include openapi.json and changelog (#614) 2026-03-19 12:32:33 +01:00
retrieval.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00
services.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00
storage.md feat: add docs skill (#335) 2026-02-10 14:41:51 +01:00