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Implement hybrid search: Chroma semantic + SQLite temporal

Browse Source 
Core implementation:
- Added Chroma MCP client integration to search-server.ts
- Implemented queryChroma() helper with Python dict parsing
- Added VECTOR_DB_DIR constant to paths.ts
- Added SessionStore.getObservationsByIds() method

Search handlers updated:
- search_observations: Semantic-first with 90-day temporal filter
- find_by_concept/type/file: Metadata-first, semantic-enhanced ranking
- All handlers fall back to FTS5 if Chroma unavailable

Technical details:
- Direct MCP client usage (no abstractions)
- Regex parsing of Chroma Python dict responses
- Semantic ranking preserved in final results
- Graceful degradation to FTS5-only search

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Alex Newman
2025-10-31 23:00:04 -04:00
parent 867226c19d
commit 309e8a7139
12 changed files with 1189 additions and 149 deletions
Download Patch File Download Diff File Expand all files Collapse all files
plugin/scripts/cleanup-hook.js
+12 -6
View File
@@ -1,7 +1,7 @@
#!/usr/bin/env node
import{stdin as N}from"process";import F from"better-sqlite3";import{join as p,dirname as x,basename as Y}from"path";import{homedir as h}from"os";import{existsSync as Q,mkdirSync as U}from"fs";import{fileURLToPath as w}from"url";function X(){return typeof __dirname<"u"?__dirname:x(w(import.meta.url))}var M=X(),c=process.env.CLAUDE_MEM_DATA_DIR||p(h(),".claude-mem"),u=process.env.CLAUDE_CONFIG_DIR||p(h(),".claude"),Z=p(c,"archives"),ee=p(c,"logs"),se=p(c,"trash"),te=p(c,"backups"),re=p(c,"settings.json"),I=p(c,"claude-mem.db"),ne=p(u,"settings.json"),oe=p(u,"commands"),ie=p(u,"CLAUDE.md");function O(o){U(o,{recursive:!0})}function L(){return p(M,"..","..")}var l=(n=>(n[n.DEBUG=0]="DEBUG",n[n.INFO=1]="INFO",n[n.WARN=2]="WARN",n[n.ERROR=3]="ERROR",n[n.SILENT=4]="SILENT",n))(l||{}),T=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=l[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,s){return`obs-${e}-${s}`}sessionId(e){return`session-${e}`}formatData(e){if(e==null)return"";if(typeof e=="string")return e;if(typeof e=="number"||typeof e=="boolean")return e.toString();if(typeof e=="object"){if(e instanceof Error)return this.level===0?`${e.message}
${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Object.keys(e);return s.length===0?"{}":s.length<=3?JSON.stringify(e):`{${s.length} keys: ${s.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,s){if(!s)return e;try{let t=typeof s=="string"?JSON.parse(s):s;if(e==="Bash"&&t.command){let r=t.command.length>50?t.command.substring(0,50)+"...":t.command;return`${e}(${r})`}if(e==="Read"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Edit"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Write"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}return e}catch{return e}}log(e,s,t,r,n){if(e<this.level)return;let i=new Date().toISOString().replace("T"," ").substring(0,23),a=l[e].padEnd(5),d=s.padEnd(6),E="";r?.correlationId?E=`[${r.correlationId}] `:r?.sessionId&&(E=`[session-${r.sessionId}] `);let _="";n!=null&&(this.level===0&&typeof n=="object"?_=`
`+JSON.stringify(n,null,2):_=" "+this.formatData(n));let b="";if(r){let{sessionId:H,sdkSessionId:B,correlationId:j,...f}=r;Object.keys(f).length>0&&(b=` {${Object.entries(f).map(([D,y])=>`${D}=${y}`).join(", ")}}`)}let R=`[${i}] [${a}] [${d}] ${E}${t}${b}${_}`;e===3?console.error(R):console.log(R)}debug(e,s,t,r){this.log(0,e,s,t,r)}info(e,s,t,r){this.log(1,e,s,t,r)}warn(e,s,t,r){this.log(2,e,s,t,r)}error(e,s,t,r){this.log(3,e,s,t,r)}dataIn(e,s,t,r){this.info(e,`\u2192 ${s}`,t,r)}dataOut(e,s,t,r){this.info(e,`\u2190 ${s}`,t,r)}success(e,s,t,r){this.info(e,`\u2713 ${s}`,t,r)}failure(e,s,t,r){this.error(e,`\u2717 ${s}`,t,r)}timing(e,s,t,r){this.info(e,`\u23F1 ${s}`,r,{duration:`${t}ms`})}},A=new T;var m=class{db;constructor(){O(c),this.db=new F(I),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
import{stdin as N}from"process";import F from"better-sqlite3";import{join as c,dirname as x,basename as Y}from"path";import{homedir as h}from"os";import{existsSync as Q,mkdirSync as U}from"fs";import{fileURLToPath as w}from"url";function M(){return typeof __dirname<"u"?__dirname:x(w(import.meta.url))}var X=M(),p=process.env.CLAUDE_MEM_DATA_DIR||c(h(),".claude-mem"),u=process.env.CLAUDE_CONFIG_DIR||c(h(),".claude"),Z=c(p,"archives"),ee=c(p,"logs"),se=c(p,"trash"),te=c(p,"backups"),re=c(p,"settings.json"),I=c(p,"claude-mem.db"),ne=c(p,"vector-db"),oe=c(u,"settings.json"),ie=c(u,"commands"),ae=c(u,"CLAUDE.md");function O(o){U(o,{recursive:!0})}function L(){return c(X,"..","..")}var l=(n=>(n[n.DEBUG=0]="DEBUG",n[n.INFO=1]="INFO",n[n.WARN=2]="WARN",n[n.ERROR=3]="ERROR",n[n.SILENT=4]="SILENT",n))(l||{}),T=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=l[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,s){return`obs-${e}-${s}`}sessionId(e){return`session-${e}`}formatData(e){if(e==null)return"";if(typeof e=="string")return e;if(typeof e=="number"||typeof e=="boolean")return e.toString();if(typeof e=="object"){if(e instanceof Error)return this.level===0?`${e.message}
${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Object.keys(e);return s.length===0?"{}":s.length<=3?JSON.stringify(e):`{${s.length} keys: ${s.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,s){if(!s)return e;try{let t=typeof s=="string"?JSON.parse(s):s;if(e==="Bash"&&t.command){let r=t.command.length>50?t.command.substring(0,50)+"...":t.command;return`${e}(${r})`}if(e==="Read"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Edit"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Write"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}return e}catch{return e}}log(e,s,t,r,n){if(e<this.level)return;let i=new Date().toISOString().replace("T"," ").substring(0,23),a=l[e].padEnd(5),d=s.padEnd(6),_="";r?.correlationId?_=`[${r.correlationId}] `:r?.sessionId&&(_=`[session-${r.sessionId}] `);let E="";n!=null&&(this.level===0&&typeof n=="object"?E=`
`+JSON.stringify(n,null,2):E=" "+this.formatData(n));let b="";if(r){let{sessionId:W,sdkSessionId:H,correlationId:j,...f}=r;Object.keys(f).length>0&&(b=` {${Object.entries(f).map(([k,y])=>`${k}=${y}`).join(", ")}}`)}let R=`[${i}] [${a}] [${d}] ${_}${t}${b}${E}`;e===3?console.error(R):console.log(R)}debug(e,s,t,r){this.log(0,e,s,t,r)}info(e,s,t,r){this.log(1,e,s,t,r)}warn(e,s,t,r){this.log(2,e,s,t,r)}error(e,s,t,r){this.log(3,e,s,t,r)}dataIn(e,s,t,r){this.info(e,`\u2192 ${s}`,t,r)}dataOut(e,s,t,r){this.info(e,`\u2190 ${s}`,t,r)}success(e,s,t,r){this.info(e,`\u2713 ${s}`,t,r)}failure(e,s,t,r){this.error(e,`\u2717 ${s}`,t,r)}timing(e,s,t,r){this.info(e,`\u23F1 ${s}`,r,{duration:`${t}ms`})}},A=new T;var m=class{db;constructor(){O(p),this.db=new F(I),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
CREATE TABLE IF NOT EXISTS schema_versions (
id INTEGER PRIMARY KEY,
version INTEGER UNIQUE NOT NULL,
@@ -210,7 +210,13 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
FROM observations
WHERE sdk_session_id = ?
ORDER BY created_at_epoch ASC
`).all(e)}getSummaryForSession(e){return this.db.prepare(`
`).all(e)}getObservationsByIds(e,s={}){if(e.length===0)return[];let{orderBy:t="date_desc",limit:r}=s,n=t==="date_asc"?"ASC":"DESC",i=r?`LIMIT ${r}`:"",a=e.map(()=>"?").join(",");return this.db.prepare(`
SELECT *
FROM observations
WHERE id IN (${a})
ORDER BY created_at_epoch ${n}
${i}
`).all(...e)}getSummaryForSession(e){return this.db.prepare(`
SELECT
request, investigated, learned, completed, next_steps,
files_read, files_edited, notes, prompt_number, created_at
@@ -306,5 +312,5 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
UPDATE sdk_sessions
SET status = 'failed', completed_at = ?, completed_at_epoch = ?
WHERE status = 'active'
`).run(e.toISOString(),s).changes}close(){this.db.close()}};import S from"path";import{existsSync as g}from"fs";import{spawn as P}from"child_process";var G=parseInt(process.env.CLAUDE_MEM_WORKER_PORT||"37777",10),W=`http://127.0.0.1:${G}/health`;async function v(){try{return(await fetch(W,{signal:AbortSignal.timeout(500)})).ok}catch{return!1}}async function C(){try{if(await v())return!0;console.error("[claude-mem] Worker not responding, starting...");let o=L(),e=S.join(o,"plugin","scripts","worker-service.cjs");if(!g(e))return console.error(`[claude-mem] Worker service not found at ${e}`),!1;let s=S.join(o,"ecosystem.config.cjs"),t=S.join(o,"node_modules",".bin","pm2");if(!g(t))throw new Error(`PM2 binary not found at ${t}. This is a bundled dependency - try running: npm install`);if(!g(s))throw new Error(`PM2 ecosystem config not found at ${s}. Plugin installation may be corrupted.`);let r=P(t,["start",s],{detached:!0,stdio:"ignore",cwd:o});r.on("error",n=>{throw new Error(`Failed to spawn PM2: ${n.message}`)}),r.unref(),console.error("[claude-mem] Worker started with PM2");for(let n=0;n<3;n++)if(await new Promise(i=>setTimeout(i,500)),await v())return console.error("[claude-mem] Worker is healthy"),!0;return console.error("[claude-mem] Worker failed to become healthy after startup"),!1}catch(o){return console.error(`[claude-mem] Failed to start worker: ${o.message}`),!1}}async function k(o){console.error("[claude-mem cleanup] Hook fired",{input:o?{session_id:o.session_id,cwd:o.cwd,reason:o.reason}:null}),o||(console.log("No input provided - this script is designed to run as a Claude Code SessionEnd hook"),console.log(`
Expected input format:`),console.log(JSON.stringify({session_id:"string",cwd:"string",transcript_path:"string",hook_event_name:"SessionEnd",reason:"exit"},null,2)),process.exit(0));let{session_id:e,reason:s}=o;console.error("[claude-mem cleanup] Searching for active SDK session",{session_id:e,reason:s}),await C()||console.error("[claude-mem cleanup] Worker not available - skipping HTTP cleanup");let r=new m,n=r.findActiveSDKSession(e);n||(console.error("[claude-mem cleanup] No active SDK session found",{session_id:e}),r.close(),console.log('{"continue": true, "suppressOutput": true}'),process.exit(0)),console.error("[claude-mem cleanup] Active SDK session found",{session_id:n.id,sdk_session_id:n.sdk_session_id,project:n.project,worker_port:n.worker_port}),r.markSessionCompleted(n.id),console.error("[claude-mem cleanup] Session marked as completed in database"),r.close(),console.error("[claude-mem cleanup] Cleanup completed successfully"),console.log('{"continue": true, "suppressOutput": true}'),process.exit(0)}if(N.isTTY)k(void 0);else{let o="";N.on("data",e=>o+=e),N.on("end",async()=>{let e=o?JSON.parse(o):void 0;await k(e)})}
`).run(e.toISOString(),s).changes}close(){this.db.close()}};import S from"path";import{existsSync as g}from"fs";import{spawn as P}from"child_process";var G=parseInt(process.env.CLAUDE_MEM_WORKER_PORT||"37777",10),B=`http://127.0.0.1:${G}/health`;async function v(){try{return(await fetch(B,{signal:AbortSignal.timeout(500)})).ok}catch{return!1}}async function C(){try{if(await v())return!0;console.error("[claude-mem] Worker not responding, starting...");let o=L(),e=S.join(o,"plugin","scripts","worker-service.cjs");if(!g(e))return console.error(`[claude-mem] Worker service not found at ${e}`),!1;let s=S.join(o,"ecosystem.config.cjs"),t=S.join(o,"node_modules",".bin","pm2");if(!g(t))throw new Error(`PM2 binary not found at ${t}. This is a bundled dependency - try running: npm install`);if(!g(s))throw new Error(`PM2 ecosystem config not found at ${s}. Plugin installation may be corrupted.`);let r=P(t,["start",s],{detached:!0,stdio:"ignore",cwd:o});r.on("error",n=>{throw new Error(`Failed to spawn PM2: ${n.message}`)}),r.unref(),console.error("[claude-mem] Worker started with PM2");for(let n=0;n<3;n++)if(await new Promise(i=>setTimeout(i,500)),await v())return console.error("[claude-mem] Worker is healthy"),!0;return console.error("[claude-mem] Worker failed to become healthy after startup"),!1}catch(o){return console.error(`[claude-mem] Failed to start worker: ${o.message}`),!1}}async function D(o){console.error("[claude-mem cleanup] Hook fired",{input:o?{session_id:o.session_id,cwd:o.cwd,reason:o.reason}:null}),o||(console.log("No input provided - this script is designed to run as a Claude Code SessionEnd hook"),console.log(`
Expected input format:`),console.log(JSON.stringify({session_id:"string",cwd:"string",transcript_path:"string",hook_event_name:"SessionEnd",reason:"exit"},null,2)),process.exit(0));let{session_id:e,reason:s}=o;console.error("[claude-mem cleanup] Searching for active SDK session",{session_id:e,reason:s}),await C()||console.error("[claude-mem cleanup] Worker not available - skipping HTTP cleanup");let r=new m,n=r.findActiveSDKSession(e);n||(console.error("[claude-mem cleanup] No active SDK session found",{session_id:e}),r.close(),console.log('{"continue": true, "suppressOutput": true}'),process.exit(0)),console.error("[claude-mem cleanup] Active SDK session found",{session_id:n.id,sdk_session_id:n.sdk_session_id,project:n.project,worker_port:n.worker_port}),r.markSessionCompleted(n.id),console.error("[claude-mem cleanup] Session marked as completed in database"),r.close(),console.error("[claude-mem cleanup] Cleanup completed successfully"),console.log('{"continue": true, "suppressOutput": true}'),process.exit(0)}if(N.isTTY)D(void 0);else{let o="";N.on("data",e=>o+=e),N.on("end",async()=>{let e=o?JSON.parse(o):void 0;await D(e)})}