soulcraft/brainy
2
0
Fork 0
Code Issues 1 Pull requests Projects Releases 335 Packages Wiki Activity Actions

feat: add random graph generation and improve metadata vectorization

Browse source 
Introduced `generateRandomGraph` method to create randomized graphs with configurable entity counts and types, supporting automated testing and experimentation. Enhanced metadata vectorization logic to handle various metadata formats reliably, ensuring compatibility and fallback mechanisms during embedding. Updated `README.md` with detailed feature descriptions and usage guides.
This commit is contained in:
David Snelling 2025-06-05 14:04:29 -07:00
parent 93eb73f471
commit e2f65c8146
8 changed files with 1373 additions and 278 deletions
Download patch file Download diff file Expand all files Collapse all files

12
src/hnsw/hnswIndex.ts
View file

@ -114,7 +114,7 @@ export class HNSWIndex {
for (const neighborId of connections) {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found in addItem traversal`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}
const distToNeighbor = this.distanceFunction(vector, neighbor.vector)
@ -149,7 +149,7 @@ export class HNSWIndex {
for (const [neighborId, _] of neighbors) {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}
@ -240,7 +240,7 @@ export class HNSWIndex {
for (const neighborId of connections) {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found in search`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}
const distToNeighbor = this.distanceFunction(
@ -284,7 +284,7 @@ export class HNSWIndex {
for (const neighborId of connections) {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found in removeItem`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}
if (neighbor.connections.has(level)) {
@ -432,7 +432,7 @@ export class HNSWIndex {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found in searchLayer`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}
const distToNeighbor = this.distanceFunction(
@ -501,7 +501,7 @@ export class HNSWIndex {
for (const neighborId of connections) {
const neighbor = this.nouns.get(neighborId)
if (!neighbor) {
console.error(`Neighbor with ID ${neighborId} not found in pruneConnections`)
// Skip neighbors that don't exist (expected during rapid additions/deletions)
continue
}