{"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-574088497","name":"pavanbadempet/AI-Recommendation-System — AI/Bot Repository","category":"Other resources","description":"AI Recommendation System & Data Engineering Lakehouse processing 21M+ records. Bridges distributed Databricks PySpark Medallion pipelines (Delta Lake SCD-2) with a 6-model PyTorch deep learning recommendation ensemble, 10-shard Neon serverless vector search (pgvector), sub-10ms serving, and an interactive React 19 cinema portal.","publisher":"pavanbadempet (GitHub owner)","website":"https://github.com/pavanbadempet/AI-Recommendation-System","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-574088497","tags":["AI","Repository metadata","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/pavanbadempet/AI-Recommendation-System","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/pavanbadempet/AI-Recommendation-System","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":"2026-11-07","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"574088497","topics":["agentic-ai","ai-recommendation-system","bun","databricks","deep-learning","delta-lake","fastapi","kan-networks","lightgcn","machine-learning","mlops","onnx-runtime","pyspark","pytorch","react","recommendation-system","recommender-system","sasrec","typescript","vector-search"],"retrievedAt":"2026-11-07T02:05:12.706Z","availabilityCheckedAt":"2026-11-07T02:05:12.706Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-11-07T02:12:59.298Z"},"size":259560,"defaultBranch":"main","fullName":"pavanbadempet/AI-Recommendation-System","metadataSource":"https://api.github.com/repos/pavanbadempet/AI-Recommendation-System","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."}