feat: new shopping-assistant-service based on recommendation service,… #2407
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… langchain and genai packages
bourgeoisor
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* feat: new shopping-assistant-service based on recommendation service,… (#2407) * feat: new shopping-assistant-service based on recommendation service, langchain and genai packages * feat: Significantly paired down shop assist * refactor: last remnants of GRPC * Add AI Assistant service (#2408) * Add bot UI * Fix * Fix * Fix: requirements.txt * Unquote query * Default ns * Change port * Change port * feat: Phase 1 complete * fix: cleanup * fix: env and rename --------- Co-authored-by: aaronmwanjala <aaronmwanjala@google.com> * Add scripts to deploy, init, and ingest into AlloyDB (#2423) * Add AlloyDB set-up * Add AlloyDB set-up * Add AlloyDB set-up * Add AlloyDB set-up * Add AlloyDB set-up * Add AlloyDB table population scripts * Generate embeddings when you import data * Fix scripts comments --------- Co-authored-by: Aja Hammerly <ajahammerly@google.com> * Multi modal chat (#2417) * refactor: prompt call changed to POST, to accommodate multi-modal requests. * feat: Added file upload to chat, plumbed the new post through to the end. * feat: text and image multi modal calls are supported. * Bones of retrieval are in place, still need to debug * feat: RAG very nearly implemented end to end * Revert "feat: RAG very nearly implemented end to end" This reverts commit a72e96c. * feat: last few fixes for RAG flow - Disable `readOnlyRootFilesystem` on the shoppingassistantservice - Enable a public IP for the alloydb instance - Define the id_column (wasn't documented) - Set the model name to models/embedding-001 in order to use textembedding-gecko@003, which I couldn't find anywhere but on MoMA - Use .invoke instead of .run here because .run has been deprecated since Jan 5th. - Configuring a few columns in the vector store (embedding_column, content_column, etc) * merge: apikey * fix: merge conflict * fix: merge conflict in requirements * Revert "Revert "feat: RAG very nearly implemented end to end"" This reverts commit 196e428 * feat: two step retrieval query * fix: key * chore: requirements * Update scripts/1_deploy_alloydb_infra.sh * Update kustomize/components/alloydb/kustomization.yaml * Update kustomize/components/alloydb/kustomization.yaml * Update kustomize/components/alloydb/kustomization.yaml * Update kustomize/components/alloydb/kustomization.yaml * Update kustomize/components/alloydb/kustomization.yaml * Update kustomize/components/alloydb/kustomization.yaml --------- Co-authored-by: Olivier Bourgeois <3271352+bourgeoisor@users.noreply.github.com> * Revamp bot assistant UI (#2437) * Revamp frontend bot into own page * Revert temp changes * Tuning the responses to the rag implementation (#2441) * Revamp frontend bot into own page * FEAT: Making it clearer what's happening * FEAT: Tweaking the prompts * REFACTOR: moving towards manual vector search * feat: Interior design flow working for demo --------- Co-authored-by: Olivier Bourgeois <bourgeoisor@gmail.com> * refactor: cleaning up logging * Add image and product rendering to frontend (#2442) * Revamp frontend bot into own page * Revert temp changes * Fix file permissions * Remove placeholder variables * Fix scripts * Display user image in the chat log * Extract the product IDs from prompt response * Add product images to prompt response * Fix handler hostname * De-hardcode the assistant service host from the frontend * Turn on cymbal branding * Add Dockerfile.pip to gitignore * Add product cards to response * Add shimmer to bot text loading * Fix broken script * Add missing API to script * Add demo instructions * Add disclaimer to README notes * Polish the assistant UI * Fix file selector alignment * refactor: better comments! * fix: logs and comments for the demo * Refactor envs out of demo (#2457) * First pass at extracting envs * Update requirements * Fix scripts envs * Fix wrong region env * WIP secret manager * WIP secret manager * WIP secret manager * WIP secret manager * WIP secret manager * Add disable-shopping-assistant component * Add disable-shopping-assistant component * Add disable-shopping-assistant component * Remove hero image temporarily * WIP secret manager * WIP secret manager * WIP secret manager * WIP secret manager * AlloyDB support for the products catalog (#2425) * Add SA bindings for products catalog * Add initial trial of postgre connection * Fix connection envs * Fix posgres connection * Add more columns * Add missing roles * Add missing columns * Add missing columns * Remove embedding columns * Remove embedding columns * Extract envs out * Extract envs out * Refactor catalog loading * Refactor catalog loading * Refactor catalog loading * Refactor catalog loading * Refactor catalog loading * Refactor catalog loading * Add Secret Manager query * Update README * Update README * Clean up copyright headers, comments, manifests * Consolidate .gitignore files into one * Tweak README script * Move shopping assistant scripts to kustomize component --------- Co-authored-by: Aaron Wanjala <aaronmwanjala@google.com> Co-authored-by: Aja Hammerly <ajahammerly@google.com>
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… langchain and genai packages
New service as discussed, looking to discuss imports, some env vars, and requirements conventions for the project