{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-1280790110","name":"luca-dallalana/ContaComigo — AI/Bot Repository","category":"Other resources","description":"RAG chatbot for Portuguese IRS questions. Answers with citations to official AT documents (CIRS 2025, EBF 2025). Built with pgvector + BM25 hybrid retrieval, Groq (llama-3.3-70b), and Streamlit.","publisher":"luca-dallalana (GitHub owner)","website":"https://github.com/luca-dallalana/ContaComigo","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-1280790110","tags":["AI","Repository metadata","llm","rag"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/luca-dallalana/ContaComigo","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/luca-dallalana/ContaComigo","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-11-05","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"1280790110","topics":["groq","irs","llama","llm","pgvector","python","rag","streamit","tax"],"retrievedAt":"2026-11-05T16:47:52.743Z","availabilityCheckedAt":"2026-11-05T16:47:52.743Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-11-05T16:50:17.814Z"},"size":1930,"defaultBranch":"main","fullName":"luca-dallalana/ContaComigo","metadataSource":"https://api.github.com/repos/luca-dallalana/ContaComigo","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}