v0.3.0
vectorize-io/hindsightv0.3.0Jan 13, 2026by github-actions[bot]
Upgrading?
Release notes summary
A significant update focusing on embedding flexibility, multilingual support, and operational improvements like backup/restore and Litellm gateway integration.
Key Highlights
- Configurable embedding dimensions with support for OpenAI and Cohere.
- New backup and restore functionality.
- Support for multilingual content.
- Litellm gateway integration.
- Memory tags feature.
New Features
- Retain modes
- Per-request LLM token usage metrics
- Async processing parameter for MCP retain tool
- Different provider/models per operation
- Database connection configurations
Full Release Notes
## What's Changed * feat: configurable embedding dimensions + OpenAI Embeddings by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/101 * fix: groq llm with free tier doesn't work by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/102 * Fix Python SDK not sending Authorization header by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/106 * Load .env file automatically on startup by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/104 * fix: make retain max completion tokens configurable by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/109 * fix: improve causal links detection by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/111 * ci: pin rust lock version by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/112 * feat: backup/restore by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/110 * fix(security): fix qs - CVE-2025-15284 by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/113 * feat: run db migrations offline (optionally) by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/114 * feat(helm): add existingSecret support by @nuclon in https://github.com/vectorize-io/hindsight/pull/119 * feat: Add per-request LLM token usage metrics by @omototo in https://github.com/vectorize-io/hindsight/pull/117 * feat(mcp): add async_processing parameter to retain tool by @slayoffer in https://github.com/vectorize-io/hindsight/pull/95 * fix: ui shows only 1000 memories by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/121 * feat: add metrics for llm call latency by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/120 * feat: support cohere as embeddings and reranker by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/122 * feat: support for multilingual content by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/124 * fix(mcp): add back bank list and create_bank tools by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/123 * feat: support different provider/models per operation by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/125 * fix: duplicated causal relationships and token optimization by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/126 * feat: add configs for database connection by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/128 * feat: delete memory bank by @dcbouius in https://github.com/vectorize-io/hindsight/pull/127 * feat: add operation_id to retain response by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/129 * chore: add flag to not include ml libs in docker image by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/130 * ci: fix flak tests by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/131 * Fix stats endpoint missing tenant authentication by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/134 * Fix embedding dimension for tenant schemas by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/135 * fix: misc perf improvements by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/133 * feat: retain modes by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/136 * fix: improve tei client parameters by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/137 * fix(typescript-client): Add error handling to all API methods by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/139 * misc: performance improvements by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/140 * ci: frozen uv sync by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/138 * fix: improve graph retrieval on large memory banks by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/141 * fix: entities list only show 100 entities by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/142 * fix: improve mpfp retrieval by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/146 * fix: batch queries on recall by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/149 * feat: support custom url for openai embeddings & cohere by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/150 * feat: add tenant to metrics labels by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/151 * feat: support litellm gateway by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/154 * Fix: Load extensions in server.py for multi-worker deployments by @cdbartholomew in https://github.com/vectorize-io/hindsight/pull/155 * feat: add memory tags by @nicoloboschi in https://github.com/vectorize-io/hindsight/pull/152 ## New Contributors * @nuclon made their first contribution in https://github.com/vectorize-io/hindsight/pull/119 * @omototo made their first contribution in https://github.com/vectorize-io/hindsight/pull/117 * @slayoffer made their first contribution in https://github.com/vectorize-io/hindsight/pull/95 **Full Changelog**: https://github.com/vectorize-io/hindsight/compare/v0.2.1...v0.3.0
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