profitandClaude Opus 4.7
ac01fffd9a
Architectural snapshot of the lakehouse codebase at the point where the
full matrix-driven agent loop with Mem0 versioning + deletion was
validated end-to-end.
WHAT THIS REPO IS
A clean single-commit snapshot of the lakehouse code. Heavy test data
(.parquet datasets, vector indexes) excluded — see REPLICATION.md for
regen path. Full lakehouse history at git.agentview.dev/profit/lakehouse.
WHAT WAS PROVEN
- Vector retrieval across multi-corpora matrix (chicago_permits + entity
briefs + sec_tickers + distilled procedural + llm_team runs)
- Observer hand-review (cloud + heuristic fallback) gating each candidate
- Local-model agent loop (qwen3.5:latest) with tool use + scratchpad
- Playbook seal on success → next-iter retrieval surfaces it as preamble
- Mem0 versioning + deletion in pathway_memory:
* UPSERT: ADD on new workflow, UPDATE bumps replay_count on identical
* REVISE: chains versions, parent.superseded_at + superseded_by stamped
* RETIRE: marks specific trace retired with reason, excluded from retrieval
* HISTORY: walks chain root→tip, cycle-safe
KEY DIRECTORIES
- crates/vectord/src/pathway_memory.rs — Mem0 ops live here
- crates/vectord/src/playbook_memory.rs — original Mem0 reference
- tests/agent_test/ — local-model agent harness + PRD + session archives
- scripts/dump_raw_corpus.sh — MinIO bucket dump (raw test corpus)
- scripts/vectorize_raw_corpus.ts — corpus → vector indexes
- scripts/analyze_chicago_contracts.ts — real inference pipeline
- scripts/seal_agent_playbook.ts — Mem0 upsert from agent traces
Replication: see REPLICATION.md for Debian 13 clean install + cloud-only
adaptation (no local Ollama).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
39 lines
1.3 KiB
Rust
39 lines
1.3 KiB
Rust
use async_trait::async_trait;
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use crate::client::{GenerateRequest, GenerateResponse, EmbedRequest, EmbedResponse};
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#[async_trait]
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pub trait ProviderAdapter: Send + Sync {
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/// Name for routing (ollama, openrouter, etc.)
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fn name(&self) -> &str;
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/// Chat completion — returns text, model, token counts
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async fn chat(&self, req: GenerateRequest) -> Result<GenerateResponse, String>;
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/// Embeddings — returns vectors, model, dimensions
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async fn embed(&self, req: EmbedRequest) -> Result<EmbedResponse, String>;
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/// Unload model from VRAM (optional, no-op if not supported)
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async fn unload(&self, _model: &str) -> Result<(), String> {
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Ok(())
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}
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/// Health check
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async fn health(&self) -> Result<serde_json::Value, String>;
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}
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/// Routing key extracted from model name.
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/// - "qwen3.5:latest" → "ollama"
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/// - "openrouter/anthropic/claude-3.5-sonnet" → "openrouter"
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/// - "gpt-4o" → "ollama" (default)
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pub fn provider_key(model: &str) -> &'static str {
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let lower = model.to_lowercase();
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if lower.starts_with("openrouter/") {
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"openrouter"
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} else if lower.starts_with("gemini") {
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"gemini"
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} else if lower.starts_with("claude") {
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"claude"
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} else {
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"ollama" // default: local Ollama
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}
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} |