inite-ai

inite-ai/inite-brain-service

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

10 good first / help-wanted issues · TypeScript · last activity Oct 16, 2026

41 stars 3 forks 41 watchers TypeScript GNU Affero General Public License v3.0
agent-memory ai-agents ai-memory arm64 bitemporal knowledge-graph llm long-term-memory mcp mcp-server nestjs rag self-hosted semantic-memory surrealdb typescript vector-search
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10 Open Issues Need Help Last updated: Oct 16, 2026

Open Issues Need Help

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Add a runnable TypeScript SDK quickstart under examples/ 9 days ago
documentation good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Remove the retired INGEST_INLINE_RESOLUTION_HNSW flag from docs/operations.md and the unused LOG_LEVEL from .env.example 9 days ago
documentation good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Add unit tests for LRUCache and locale digit normalization 9 days ago
good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Add unit tests for the Semaphore and mapWithLimit concurrency helpers 9 days ago
good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Document CALIBRATION_REFIT_WINDOW_DAYS and PACK_MEMORY_MODEL_CACHE_TTL_MS in docs/operations.md and .env.example 9 days ago
documentation good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
CONTRIBUTING.md test instructions are stale (jobs e2e command, eval baseline path, missing lint/format/typecheck) 9 days ago
documentation good first issue help wanted
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Use typographic quotes in English blog & docs prose 4 months ago
documentation good first issue
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Local cross-encoder reranker fallback (no Cohere key) 4 months ago
enhancement help wanted area: retrieval
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
Add `x-default` hreflang to the sitemap 4 months ago
good first issue area: landing
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search
CI: run full `next lint` for brain-landing 4 months ago
good first issue area: landing
inite-ai/inite-brain-service
41

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

TypeScript
#agent-memory#ai-agents#ai-memory#arm64#bitemporal#knowledge-graph#llm#long-term-memory#mcp#mcp-server#nestjs#rag#self-hosted#semantic-memory#surrealdb#typescript#vector-search