{"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":1062,"forks":63,"topics":["ai-agent","financial-research","llm-evaluation","pgvector","postgresql","rabbitmq","rag","redis","spring-boot","workflow-orchestration"],"archived":false,"github_pushed_at":"2026-09-02T13:54:32+00:00","maintenance_label":"Active","stars_delta_30d":33,"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, evidence-grounded RAG, versioned reports, and automated quality evaluation.","homepage_url":null,"license":"MIT","open_issues":12,"watchers":9,"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":"## License\n\nReleased under the [MIT License](LICENSE).","github_created_at":"2026-05-11T11:19:40+00:00","created_at":"2026-07-11T11:59:38.988218+00:00","updated_at":"2026-09-20T06:57:16.505335+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":"2026-09-20T06:57:13.848Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":17,"last_release_at":null,"stars_delta_30d":33,"open_issues_delta_30d":11},"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":"2026-09-20T06:57:14.937Z"},"deploy":{"source":"dockerfile:docker-compose.yml","self_host":true,"observed_at":"2026-09-20T06:57:14.937Z","managed_saas":false},"languages":{"value":["java"],"source":"github.language","observed_at":"2026-09-20T06:57:14.937Z"},"has_docker":{"value":true,"source":"dockerfile:docker-compose.yml","observed_at":"2026-09-20T06:57:14.937Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-20T06:57:14.937Z"}},"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."}]}}