Files
goodbuddy/src/main/knowledge/cohere-rerank-client.ts
T

324 lines
8.8 KiB
TypeScript

import type {
RerankProvider,
RerankProviderResult
} from './types'
const DEFAULT_ENDPOINT = 'https://api.cohere.com/v1/rerank'
const DEFAULT_MODEL = 'rerank-v3.5'
const DEFAULT_TIMEOUT_MS = 15_000
const MAX_TIMEOUT_MS = 120_000
const MAX_URL_LENGTH = 2_048
const MAX_MODEL_LENGTH = 256
const MAX_QUERY_LENGTH = 4_000
const MAX_DOCUMENTS = 100
const MAX_DOCUMENT_LENGTH = 8_000
const MAX_BODY_BYTES = 1024 * 1024
const MAX_RESPONSE_BYTES = 1024 * 1024
export interface CohereRerankClientOptions {
endpoint?: string
model?: string
apiKey?: string
timeoutMs?: number
fetch?: typeof fetch
}
function requiredString(value: string, field: string, maximum: number): string {
if (typeof value !== 'string' || value.trim().length === 0) {
throw new TypeError(`${field} must be a non-empty string`)
}
const normalized = value.trim()
if (normalized.length > maximum) {
throw new RangeError(`${field} must be at most ${maximum} characters`)
}
return normalized
}
function normalizedEndpoint(input: string): string {
const value = requiredString(input, 'endpoint', MAX_URL_LENGTH)
let url: URL
try {
url = new URL(value)
} catch {
throw new RangeError('endpoint must be a valid HTTP or HTTPS URL')
}
if (!['http:', 'https:'].includes(url.protocol)) {
throw new RangeError('endpoint must use HTTP or HTTPS')
}
url.hash = ''
return url.toString()
}
function timeoutValue(value: number): number {
if (
!Number.isSafeInteger(value) ||
value < 1 ||
value > MAX_TIMEOUT_MS
) {
throw new RangeError(
`timeoutMs must be an integer between 1 and ${MAX_TIMEOUT_MS}`
)
}
return value
}
function rerankAbortError(
requestSignal: AbortSignal,
timeoutError: Error
): Error {
if (requestSignal.reason === timeoutError) {
return timeoutError
}
const error = new Error('Rerank request was cancelled')
error.name = 'AbortError'
return error
}
async function readBoundedJson(response: Response): Promise<unknown> {
const declaredLength = response.headers.get('content-length')
if (
declaredLength !== null &&
Number.isFinite(Number(declaredLength)) &&
Number(declaredLength) > MAX_RESPONSE_BYTES
) {
throw new RangeError('Rerank response is too large')
}
if (!response.body) {
throw new Error('Rerank response has no body')
}
const reader = response.body.getReader()
const chunks: Uint8Array[] = []
let length = 0
while (true) {
const result = await reader.read()
if (result.done) {
break
}
length += result.value.byteLength
if (length > MAX_RESPONSE_BYTES) {
await reader.cancel()
throw new RangeError('Rerank response is too large')
}
chunks.push(result.value)
}
const bytes = new Uint8Array(length)
let offset = 0
for (const chunk of chunks) {
bytes.set(chunk, offset)
offset += chunk.byteLength
}
try {
return JSON.parse(new TextDecoder().decode(bytes)) as unknown
} catch {
throw new Error('Rerank response is not valid JSON')
}
}
function hasExactKeys(
value: Record<string, unknown>,
expected: readonly string[]
): boolean {
const keys = Object.keys(value)
return (
keys.length === expected.length &&
expected.every((key) => Object.hasOwn(value, key))
)
}
function validateResults(
value: unknown,
candidateCount: number,
topN: number
): RerankProviderResult[] {
if (
typeof value !== 'object' ||
value === null ||
Array.isArray(value) ||
!hasExactKeys(value as Record<string, unknown>, ['results'])
) {
throw new Error('Rerank response has an invalid shape')
}
const rawResults = (value as { results: unknown }).results
const expectedCount = Math.min(candidateCount, topN)
if (!Array.isArray(rawResults) || rawResults.length !== expectedCount) {
throw new Error(
`Rerank response must contain exactly ${expectedCount} results`
)
}
const indexes = new Set<number>()
const results = rawResults.map((item, position) => {
if (
typeof item !== 'object' ||
item === null ||
Array.isArray(item) ||
!hasExactKeys(item as Record<string, unknown>, [
'index',
'relevance_score'
])
) {
throw new Error(`Rerank response item ${position} is invalid`)
}
const { index, relevance_score: relevanceScore } = item as {
index: unknown
relevance_score: unknown
}
if (
!Number.isSafeInteger(index) ||
(index as number) < 0 ||
(index as number) >= candidateCount ||
indexes.has(index as number)
) {
throw new Error('Rerank response contains invalid indexes')
}
if (
typeof relevanceScore !== 'number' ||
!Number.isFinite(relevanceScore) ||
relevanceScore < 0 ||
relevanceScore > 1
) {
throw new TypeError('Rerank response contains an invalid score')
}
indexes.add(index as number)
return {
index: index as number,
relevanceScore
}
})
return results.sort(
(left, right) =>
right.relevanceScore - left.relevanceScore ||
left.index - right.index
)
}
export class CohereRerankClient implements RerankProvider {
readonly provider = 'cohere-compatible'
readonly model: string
readonly fingerprint: string
private readonly endpoint: string
private readonly apiKey?: string
private readonly timeoutMs: number
private readonly transport: typeof fetch
constructor(options: CohereRerankClientOptions = {}) {
this.endpoint = normalizedEndpoint(options.endpoint ?? DEFAULT_ENDPOINT)
this.model = requiredString(
options.model ?? DEFAULT_MODEL,
'model',
MAX_MODEL_LENGTH
)
this.apiKey = options.apiKey?.trim() || undefined
this.fingerprint = `${this.provider}:${this.endpoint}:${this.model}`
this.timeoutMs = timeoutValue(options.timeoutMs ?? DEFAULT_TIMEOUT_MS)
this.transport = options.fetch ?? globalThis.fetch
if (typeof this.transport !== 'function') {
throw new Error('A Fetch API implementation is required')
}
}
async rerank(
query: string,
documents: readonly string[],
topN: number,
signal?: AbortSignal
): Promise<RerankProviderResult[]> {
const normalizedQuery = requiredString(query, 'query', MAX_QUERY_LENGTH)
if (
!Array.isArray(documents) ||
documents.length < 1 ||
documents.length > MAX_DOCUMENTS
) {
throw new RangeError(
`documents must contain between 1 and ${MAX_DOCUMENTS} items`
)
}
const normalizedDocuments = documents.map((document, index) => {
if (typeof document !== 'string' || document.length < 1) {
throw new TypeError(`documents[${index}] must be a non-empty string`)
}
if (document.length > MAX_DOCUMENT_LENGTH) {
throw new RangeError(
`documents[${index}] must be at most ${MAX_DOCUMENT_LENGTH} characters`
)
}
return document
})
if (
!Number.isSafeInteger(topN) ||
topN < 1 ||
topN > normalizedDocuments.length
) {
throw new RangeError(
'topN must be an integer between 1 and the document count'
)
}
const body = JSON.stringify({
model: this.model,
query: normalizedQuery,
documents: normalizedDocuments,
top_n: topN,
return_documents: false
})
if (new TextEncoder().encode(body).byteLength > MAX_BODY_BYTES) {
throw new RangeError('Rerank request body is too large')
}
const timeoutError = new Error('Rerank request timed out')
timeoutError.name = 'TimeoutError'
const timeoutController = new AbortController()
const timeoutId = setTimeout(
() => timeoutController.abort(timeoutError),
this.timeoutMs
)
const requestSignal = signal
? AbortSignal.any([signal, timeoutController.signal])
: timeoutController.signal
if (requestSignal.aborted) {
clearTimeout(timeoutId)
throw rerankAbortError(requestSignal, timeoutError)
}
const headers: Record<string, string> = {
accept: 'application/json',
'content-type': 'application/json'
}
if (this.apiKey) {
headers.authorization = `Bearer ${this.apiKey}`
}
let response: Response | undefined
try {
response = await this.transport(this.endpoint, {
method: 'POST',
headers,
body,
redirect: 'error',
signal: requestSignal
})
if (!response.ok) {
throw new Error(`Rerank request failed with HTTP ${response.status}`)
}
return validateResults(
await readBoundedJson(response),
normalizedDocuments.length,
topN
)
} catch (error) {
if (requestSignal.aborted) {
throw rerankAbortError(requestSignal, timeoutError)
}
if (response) {
throw error
}
throw new Error('Rerank request failed', { cause: error })
} finally {
clearTimeout(timeoutId)
}
}
}