{"data":{"slug":"juanjuandog-finsight-ai","name":"FinSight-AI","tagline":"AI equity research agent with resilient workflows and pgvector RAG","github_url":"https://github.com/juanjuandog/FinSight-AI","owner":"juanjuandog","repo":"FinSight-AI","owner_avatar_url":"https://avatars.githubusercontent.com/u/212179655?v=4","primary_language":"Java","stars":1029,"forks":54,"topics":["ai-agent","financial-research","llm-evaluation","pgvector","postgresql","rabbitmq","rag","redis","spring-boot","workflow-orchestration"],"archived":false,"github_pushed_at":"2026-07-27T06:30:38+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/juanjuandog-finsight-ai","markdown_url":"https://www.graphcanon.com/tools/juanjuandog-finsight-ai.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/juanjuandog-finsight-ai","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=juanjuandog-finsight-ai","description":"AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.","homepage_url":null,"license":"MIT","open_issues":1,"watchers":6,"ai_summary":"FinSight-AI is an AI-driven tool for financial research with advanced workflow resilience, backed by Redis Lua single-flight, pgvector for RAG support, along with features for versioned reports, evidence tracing, and RAG evaluation.","readme_excerpt":"### 3. Run without Docker\n\nFor a lightweight local backend using in-memory repositories:\n\n```bash\ncd backend\nmvn spring-boot:run\nopen http://localhost:8080\n```","github_created_at":"2026-05-11T11:19:40+00:00","created_at":"2026-07-11T11:59:38.988218+00:00","updated_at":"2026-07-28T12:00:45.060456+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"ai-agent","name":"ai-agent"},{"slug":"financial-research","name":"financial-research"},{"slug":"llm-evaluation","name":"llm-evaluation"},{"slug":"pgvector","name":"pgvector"},{"slug":"postgresql","name":"postgresql"},{"slug":"rabbitmq","name":"rabbitmq"},{"slug":"rag","name":"rag"},{"slug":"redis","name":"redis"}],"trust":{"provenance":{"is_fork":false,"github_id":1235483809,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-28T12:00:43.912Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":1,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:59:40.270Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-28T12:00:44.365Z"},"deploy":{"source":"dockerfile:docker-compose.yml","self_host":true,"observed_at":"2026-07-28T12:00:44.365Z","managed_saas":false},"languages":{"value":["java"],"source":"github.language","observed_at":"2026-07-28T12:00:44.365Z"},"has_docker":{"value":true,"source":"dockerfile:docker-compose.yml","observed_at":"2026-07-28T12:00:44.365Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-28T12:00:44.365Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Use FinSight-AI for financial research requiring strong workflow resilience managed by Redis Lua single-flight functionality.","Consider this tool when you need robust support for the pgvector database in RAG setups alongside PostgreSQL."],"when_not_to_use":["Avoid using FinSight-AI if your project does not benefit from integration with pgvector or requires a different RAG technology stack.","This tool may be unsuitable if you are looking for an AI equity research solution that does not support advanced features such as versioned reports and evidence tracing."],"source":"enrich:decision_facts","observed_at":"2026-07-17T00:07:19.054Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"FinSight-AI is an AI equity research tool emphasizing resilient workflows using Redis Lua single-flight and pgvector RAG. It supports versioned reports, evidence tracing, and evaluation of retrieval-augmented generation."}]}}