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feat(tools): persona-driven multi-domain corpus + model routing

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Generalize the family-locked legal tools into caveauAI persona profiles
(client 57 chat profiles, resolved in-process via the chat_profiles bridge).
Each tool accepts an optional `profile` slug that scopes the corpus package(s),
search method, system prompt and synthesis model; omitting it falls back to the
family-legal package so existing behaviour is unchanged.

- dbnToolsResolvePersona / dbnToolsListPersonas / dbnToolsBootChatProfiles in
  bootstrap.php; new api/personas.php + dbn.list_personas MCP tool.
- LegalTools search/ask/corpusContextForSummarize and the BvjAnalyzer /
  LegalAnalysis / translate paths take the persona's packages + prompt + model.
- Persona <select> on ask/search/summarize (populated from api/personas.php).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
davegilligan
2026-06-01 20:49:58 +02:00
parent 5a0ef89dca
commit 662fbf7d6d
16 changed files with 404 additions and 58 deletions
Download Patch File Download Diff File Expand all files Collapse all files
includes/BvjAnalyzerAgent.php
+23 -3
View File
@@ -34,11 +34,25 @@ final class DbnBvjAnalyzerAgent
private array $uploadVecs = [];
private array $stepTimings = [];
/** Persona slug driving package selection + the legal-check system prompt; default = child-welfare. */
private string $personaSlug = 'child-welfare';
/** Resolved persona system prompt (set in run()); null ⇒ built-in barnevern prompt. */
private ?string $resolvedPersonaPrompt = null;
public function __construct(DbnAzureOpenAiGateway|DbnBedrockGateway|null $azure = null)
{
$this->azure = $azure ?: DbnGatewayFactory::makeForTool('barnevernet-analyze');
}
public function withPersona(?string $slug): self
{
$slug = is_string($slug) ? trim($slug) : '';
if ($slug !== '') {
$this->personaSlug = $slug;
}
return $this;
}
/**
* Main pipeline. At least 1 uploaded file is required.
*
@@ -71,7 +85,12 @@ final class DbnBvjAnalyzerAgent
}
$client = dbnToolsRequireClient();
$package = $this->requireFamilyPackage((int)$client['id']);
$persona = dbnToolsResolvePersona((int)$client['id'], $this->personaSlug);
$package = $persona['package'] ?? $this->requireFamilyPackage((int)$client['id']);
$packageIds = $persona['package_ids'] ?: [(int)$package['id']];
$this->resolvedPersonaPrompt = is_string($persona['system_prompt'] ?? null) && trim($persona['system_prompt']) !== ''
? $persona['system_prompt']
: null;
dbnToolsBootCaveau();
$aiPortalRoot = dbnToolsAiPortalRoot();
@@ -265,7 +284,7 @@ final class DbnBvjAnalyzerAgent
[
'search_private' => false,
'search_shared' => true,
'package_ids' => [(int)$package['id']],
'package_ids' => $packageIds,
'shared_doc_ids' => $sharedDocIds,
'chunk_limit' => $controls['chunk_limit'],
'search_method' => 'hybrid',
@@ -964,7 +983,8 @@ PROMPT;
if ($engine !== 'dbn_legal_v3') {
$checkFindings = dbnToolsRunLegalCheck(
(string)($json['advocacy_brief'] ?? ''),
$docType
$docType,
$this->resolvedPersonaPrompt
);
if (!empty($checkFindings)) {
if (!is_array($json['procedural_red_flags'] ?? null)) {
includes/DbnMcpRuntime.php
+21 -3
View File
@@ -12,31 +12,37 @@ final class DbnMcpRuntime
$lang = self::langSchema();
$text = ['type' => 'string', 'description' => 'Text to process.'];
$useCase = ['type' => 'boolean', 'description' => 'Use private My Case context. Defaults to false.'];
$persona = ['type' => 'string', 'description' => 'Legal persona/profile slug that scopes the corpus and answer style: family, child-welfare, immigration, labour, consumer-tenancy, or general. Defaults to family. Call dbn.list_personas for the live list.'];
return [
self::tool('dbn.search_legal', 'Search DBN legal corpus', 'Search the DBN Norwegian family-law corpus.', [
self::tool('dbn.search_legal', 'Search DBN legal corpus', 'Search the DBN Norwegian legal corpus, scoped by the chosen legal persona (family by default).', [
'query' => ['type' => 'string', 'minLength' => 3],
'language' => $lang,
'limit' => ['type' => 'integer', 'minimum' => 1, 'maximum' => 10],
'corpus_scope' => ['type' => 'string', 'enum' => ['shared', 'private', 'both']],
'profile' => $persona,
], ['query']),
self::tool('dbn.corpus_search', 'Advanced corpus search', 'Search the DBN legal corpus with a chosen retrieval mode (hybrid, bm25, vector, azure) and optional category filter.', [
self::tool('dbn.corpus_search', 'Advanced corpus search', 'Search the DBN legal corpus with a chosen retrieval mode (hybrid, bm25, vector, azure) and optional category filter. The persona (profile) scopes the hybrid mode.', [
'query' => ['type' => 'string', 'minLength' => 3],
'language' => $lang,
'mode' => ['type' => 'string', 'enum' => ['hybrid', 'bm25', 'vector', 'azure']],
'limit' => ['type' => 'integer', 'minimum' => 1, 'maximum' => 20],
'category' => ['type' => 'string'],
'profile' => $persona,
], ['query']),
self::tool('dbn.ask', 'Ask a legal question', 'Answer a legal preparation question with source-grounded DBN context.', [
self::tool('dbn.ask', 'Ask a legal question', 'Answer a legal preparation question with source-grounded DBN context, using the chosen legal persona (model + corpus + style).', [
'question' => ['type' => 'string', 'minLength' => 5],
'language' => $lang,
'use_case_context' => $useCase,
'profile' => $persona,
], ['question']),
self::tool('dbn.list_personas', 'List legal personas', 'List the available DBN legal personas (saved caveauAI agent profiles). Pass a returned slug as the `profile` argument to search/ask tools.', []),
self::tool('dbn.summarize', 'Summarize document', 'Summarize pasted case text with optional legal-corpus enrichment.', [
'text' => $text,
'language' => $lang,
'use_legal_corpus' => ['type' => 'boolean'],
'use_case_context' => $useCase,
'profile' => $persona,
], ['text']),
self::tool('dbn.timeline', 'Extract timeline', 'Extract dates, hearings, milestones, and deadlines from case text.', [
'text' => $text,
@@ -162,6 +168,7 @@ final class DbnMcpRuntime
'language' => self::language($args['language'] ?? 'en'),
'limit' => (int)($args['limit'] ?? $args['top_k'] ?? 8),
'corpus_scope' => self::corpusScope($args['corpus_scope'] ?? 'both'),
'profile' => self::persona($args['profile'] ?? null),
]),
'dbn.corpus_search' => self::callJson('api/corpus-search.php', [
'query' => (string)($args['query'] ?? ''),
@@ -169,17 +176,21 @@ final class DbnMcpRuntime
'mode' => in_array($args['mode'] ?? 'hybrid', ['hybrid', 'bm25', 'vector', 'azure'], true) ? (string)$args['mode'] : 'hybrid',
'limit' => (int)($args['limit'] ?? 8),
'category' => (string)($args['category'] ?? ''),
'profile' => self::persona($args['profile'] ?? null),
]),
'dbn.ask' => self::callJson('api/ask.php', [
'question' => (string)($args['question'] ?? ''),
'language' => self::language($args['language'] ?? 'en'),
'use_my_case' => !empty($args['use_case_context']),
'profile' => self::persona($args['profile'] ?? null),
]),
'dbn.list_personas' => self::callGet('api/personas.php', []),
'dbn.summarize' => self::callJson('api/summarize.php', [
'text' => (string)($args['text'] ?? ''),
'language' => self::language($args['language'] ?? 'en'),
'slices' => !empty($args['use_legal_corpus']) ? ['family-legal'] : [],
'use_my_case' => !empty($args['use_case_context']),
'profile' => self::persona($args['profile'] ?? null),
]),
'dbn.timeline' => self::callJson('api/timeline.php', [
'text' => (string)($args['text'] ?? ''),
@@ -682,6 +693,13 @@ final class DbnMcpRuntime
return in_array($value, ['shared', 'private', 'both'], true) ? (string)$value : 'both';
}
/** Normalize a persona/profile slug ('' when absent → endpoint applies the default). */
private static function persona(mixed $value): string
{
$slug = is_string($value) ? trim($value) : '';
return preg_match('/^[a-z0-9-]{1,64}$/', $slug) === 1 ? $slug : '';
}
private static function docType(mixed $value): string
{
$value = (string)$value;
includes/LegalAnalysisAgent.php
+23 -10
View File
@@ -26,6 +26,16 @@ final class DbnLegalAnalysisAgent
private DbnAzureOpenAiGateway|DbnBedrockGateway $azureMini;
private DbnLegalToolsService $legalSvc;
/** Persona system prompt (from the resolved chat profile); null ⇒ use the built-in barnevern prompt. */
private ?string $personaPrompt = null;
public function withPersonaPrompt(?string $prompt): self
{
$prompt = is_string($prompt) ? trim($prompt) : '';
$this->personaPrompt = $prompt !== '' ? $prompt : null;
return $this;
}
public function __construct()
{
// On Azure: gpt-4o-mini for extraction/synthesis. On Bedrock: factory picks Haiku/Sonnet.
@@ -362,16 +372,19 @@ PROMPT;
{
$locale = dbnToolsLanguageName($language);
// The fine-tune was trained primarily in Norwegian; the Norwegian system
// prompt keeps its precision on barnevernsloven / EMD. We then add a
// language-coercion line so the prose comes back in the user's chosen
// language. Statute and case names stay in their original Norwegian form.
$sysMsg = 'Du er en ekspert på norsk barnevernsloven og EMD-praksis. '
. 'Bruk korrekt juridisk terminologi. '
. 'Bruk terskler fra barnevernsloven 2021: § 4-25 krever «klar nødvendighet». '
. 'Strand Lobben mot Norge (37283/13) setter krav om rehabiliteringsplan før adopsjon. '
. 'Aldri oppfinn paragrafnumre, saksnumre eller dommernavn. '
. 'Avslutt med en «Kilder:»-seksjon som lister lovparagrafer og dommer du har sitert. ';
// Base persona prompt comes from the resolved chat profile (default =
// Child-welfare/barnevern). The fine-tune was trained primarily in
// Norwegian; the Norwegian system prompt keeps its precision on
// barnevernsloven / EMD. We then add a language-coercion line so the
// prose comes back in the user's chosen language. Statute and case names
// stay in their original Norwegian form.
$sysMsg = ($this->personaPrompt
?? 'Du er en ekspert på norsk barnevernsloven og EMD-praksis. '
. 'Bruk korrekt juridisk terminologi. '
. 'Bruk terskler fra barnevernsloven 2021: § 4-25 krever «klar nødvendighet». '
. 'Strand Lobben mot Norge (37283/13) setter krav om rehabiliteringsplan før adopsjon. '
. 'Aldri oppfinn paragrafnumre, saksnumre eller dommernavn.')
. ' Avslutt med en «Kilder:»-seksjon som lister lovparagrafer og dommer du har sitert. ';
if ($language === 'no') {
$sysMsg .= 'Svar på norsk.';
includes/LegalTools.php
+69 -30
View File
@@ -23,7 +23,8 @@ final class DbnLegalToolsService
int $limit = 6,
string $temporalMode = 'disabled',
?string $asOfDate = null,
string $scope = 'both'
string $scope = 'both',
?string $persona = null
): array {
$query = trim($query);
if (mb_strlen($query, 'UTF-8') < 3) {
@@ -44,7 +45,11 @@ final class DbnLegalToolsService
];
$client = dbnToolsRequireClient();
$package = $this->requireFamilyPackage((int)$client['id']);
$personaResolved = dbnToolsResolvePersona((int)$client['id'], $persona);
$package = $personaResolved['package'] ?? $this->requireFamilyPackage((int)$client['id']);
$packageIds = $personaResolved['package_ids'] ?: [(int)$package['id']];
$personaRagOpts = is_array($personaResolved['rag_opts'] ?? null) ? $personaResolved['rag_opts'] : [];
$searchMethod = (string)($personaResolved['search_method'] ?? 'keyword') ?: 'keyword';
// Personal corpus client_id from session (may be 0 if user has no linked workspace)
$personalClientId = (int)($_SESSION['dbn_tools_client_id'] ?? 0);
@@ -68,50 +73,50 @@ final class DbnLegalToolsService
// Search only the user's personal corpus
if ($personalClientId > 0) {
$rag = new ClientRagPipeline($personalClientId, $gatewayUrl, 30);
$chunks = $rag->searchAll($query, $limit, null, [
$chunks = $rag->searchAll($query, $limit, null, array_merge($personaRagOpts, [
'search_private' => true,
'search_shared' => false,
'chunk_limit' => $limit,
'search_method' => 'keyword',
'search_method' => $searchMethod,
'min_private' => 0,
]);
]));
}
} elseif ($scope === 'shared') {
// Search only the shared legal library
// Search only the shared legal library (persona-scoped packages)
$rag = new ClientRagPipeline((int)$client['id'], $gatewayUrl, 30);
$chunks = $rag->searchAll($query, $limit, null, [
$chunks = $rag->searchAll($query, $limit, null, array_merge($personaRagOpts, [
'search_private' => true,
'search_shared' => true,
'package_ids' => [(int)$package['id']],
'package_ids' => $packageIds,
'chunk_limit' => $limit,
'search_method' => 'keyword',
'search_method' => $searchMethod,
'min_private' => 0,
'include_beta_website' => true,
]);
]));
} else {
// 'both': shared library + personal corpus merged and re-ranked by score
$rag = new ClientRagPipeline((int)$client['id'], $gatewayUrl, 30);
$sharedChunks = $rag->searchAll($query, $limit, null, [
$sharedChunks = $rag->searchAll($query, $limit, null, array_merge($personaRagOpts, [
'search_private' => true,
'search_shared' => true,
'package_ids' => [(int)$package['id']],
'package_ids' => $packageIds,
'chunk_limit' => $limit,
'search_method' => 'keyword',
'search_method' => $searchMethod,
'min_private' => 0,
'include_beta_website' => true,
]);
]));
$privateChunks = [];
if ($personalClientId > 0) {
try {
$ragPrivate = new ClientRagPipeline($personalClientId, $gatewayUrl, 30);
$privateChunks = $ragPrivate->searchAll($query, $limit, null, [
$privateChunks = $ragPrivate->searchAll($query, $limit, null, array_merge($personaRagOpts, [
'search_private' => true,
'search_shared' => false,
'chunk_limit' => $limit,
'search_method' => 'keyword',
'search_method' => $searchMethod,
'min_private' => 0,
]);
]));
} catch (Throwable $e) {
error_log('[search] personal corpus query failed for client ' . $personalClientId . ': ' . $e->getMessage());
}
@@ -183,15 +188,19 @@ final class DbnLegalToolsService
'source_count' => count($hits),
'deployment' => null,
'citation_confidence' => $confidence,
'persona' => $personaResolved['slug'] ?? null,
'persona_source' => $personaResolved['source'] ?? null,
],
'disclaimer' => dbnToolsDisclaimer($language),
];
}
public function ask(string $question, string $language = 'en', string $engine = 'azure_mini'): array
public function ask(string $question, string $language = 'en', string $engine = 'azure_mini', ?string $persona = null): array
{
$engine = in_array($engine, ['azure_mini', 'azure_full'], true) ? $engine : 'azure_mini';
$search = $this->search($question, $language, 7);
$client = dbnToolsRequireClient();
$personaResolved = dbnToolsResolvePersona((int)$client['id'], $persona);
$search = $this->search($question, $language, 7, 'disabled', null, 'both', $personaResolved['slug']);
$hits = $search['hits'];
$trace = $search['trace'];
@@ -221,7 +230,8 @@ final class DbnLegalToolsService
];
}
$this->azure->requireChat();
[$gateway, $personaModel] = $this->personaGateway($personaResolved, $engine);
$gateway->requireChat();
$context = $this->buildEvidenceContext($hits);
$locale = dbnToolsLanguageName($language);
@@ -242,9 +252,14 @@ Return JSON only with these keys:
}
PROMPT;
// Persona voice/domain prepended to the JSON-enforcing scaffold (keeps the
// structured-output contract while applying the persona's legal framing).
$system = $this->legalJsonSystemPrompt($language);
$askDeployment = ($engine === 'azure_full') ? 'gpt-4o' : 'gpt-4o-mini';
$raw = $this->azure->withDeployment($askDeployment)->chatText([
if (!empty($personaResolved['system_prompt'])) {
$system = $personaResolved['system_prompt'] . "\n\n" . $system;
}
$askDeployment = $personaModel;
$raw = $gateway->withDeployment($askDeployment)->chatText([
['role' => 'system', 'content' => $system],
['role' => 'user', 'content' => $prompt],
], [
@@ -253,7 +268,7 @@ PROMPT;
'max_tokens' => 1300,
]);
$json = $this->azure->decodeJsonObject($raw);
$json = $gateway->decodeJsonObject($raw);
if (!$json) {
$json = [
'answer' => $raw,
@@ -1156,6 +1171,26 @@ PROMPT;
return $package;
}
/**
* Pick the synthesis gateway + model for a persona.
* - Persona pins a model (e.g. dbn-legal-agent-v3, gpt-4o) → route via LiteLLM
* so any model registered on the gateway is reachable.
* - No pinned model → existing Azure routing (gpt-4o / gpt-4o-mini by engine).
* @return array{0: DbnAzureOpenAiGateway|DbnBedrockGateway, 1: string}
*/
private function personaGateway(array $persona, string $engine): array
{
$model = trim((string)($persona['model'] ?? ''));
if ($model !== '') {
try {
return [new DbnBedrockGateway(['chat_model_name' => $model]), $model];
} catch (Throwable $e) {
error_log('[dbn-persona] gateway init failed for model ' . $model . ': ' . $e->getMessage());
}
}
return [$this->azure, ($engine === 'azure_full') ? 'gpt-4o' : 'gpt-4o-mini'];
}
private function runJsonTool(string $prompt, string $language, int $maxTokens): array
{
$raw = $this->azure->chatText([
@@ -1726,11 +1761,15 @@ PROMPT;
* Search the shared legal corpus and return top-N passages as a formatted
* context string. Returns '' on failure so the caller can degrade gracefully.
*/
public function corpusContextForSummarize(string $query, int $limit = 8): string
public function corpusContextForSummarize(string $query, int $limit = 8, ?string $persona = null): string
{
try {
$client = dbnToolsRequireClient();
$package = $this->requireFamilyPackage((int)$client['id']);
$client = dbnToolsRequireClient();
$personaResolved = dbnToolsResolvePersona((int)$client['id'], $persona);
$package = $personaResolved['package'] ?? $this->requireFamilyPackage((int)$client['id']);
$packageIds = $personaResolved['package_ids'] ?: [(int)$package['id']];
$searchMethod = (string)($personaResolved['search_method'] ?? 'keyword') ?: 'keyword';
$personaRagOpts = is_array($personaResolved['rag_opts'] ?? null) ? $personaResolved['rag_opts'] : [];
dbnToolsBootCaveau();
$gatewayUrl = 'http://10.0.1.10:4000';
try {
@@ -1739,15 +1778,15 @@ PROMPT;
if ($u !== '') $gatewayUrl = $u;
} catch (Throwable) {}
$rag = new ClientRagPipeline((int)$client['id'], $gatewayUrl, 20);
$chunks = $rag->searchAll($query, $limit, null, [
$chunks = $rag->searchAll($query, $limit, null, array_merge($personaRagOpts, [
'search_private' => true,
'search_shared' => true,
'package_ids' => [(int)$package['id']],
'package_ids' => $packageIds,
'chunk_limit' => $limit,
'search_method' => 'keyword',
'search_method' => $searchMethod,
'min_private' => 0,
'include_beta_website' => true,
]);
]));
$parts = [];
foreach ($chunks as $c) {
$title = (string)($c['title'] ?? ($c['source'] ?? 'Legal source'));
includes/bootstrap.php
+144 -2
View File
@@ -448,6 +448,144 @@ function dbnToolsBootCaveau(): void
$booted = true;
}
/**
* Load caveauAI's chat-profile resolver (the persona bridge). DBN reads client 57's
* saved chat profiles in-process to drive tools by persona instead of hardcoding
* family law. Returns false when the platform file or resolver functions are absent
* (callers then fall back to the family-legal package).
*/
function dbnToolsBootChatProfiles(): bool
{
static $loaded = null;
if ($loaded !== null) {
return $loaded;
}
dbnToolsBootCaveau(); // ensures db.php + platform autoload context
$root = dbnToolsAiPortalRoot();
$cpFile = $root . DIRECTORY_SEPARATOR . 'platform' . DIRECTORY_SEPARATOR . 'includes' . DIRECTORY_SEPARATOR . 'chat_profiles.php';
if (!is_file($cpFile)) {
$loaded = false;
return false;
}
require_once $cpFile;
$loaded = function_exists('cpFetchProfileForUser') && function_exists('cpResolveRuntime');
return $loaded;
}
/** Default persona slug (back-compat: family). Override via .env DBN_DEFAULT_PERSONA. */
function dbnToolsDefaultPersonaSlug(): string
{
$v = trim((string)(dbnToolsEnv('DBN_DEFAULT_PERSONA', 'family') ?? 'family'));
return $v !== '' ? $v : 'family';
}
/**
* Resolve a DBN persona (a caveauAI chat profile for client 57) into a normalized
* runtime bundle the tools can act on:
* ['slug','name','package_ids','package','system_prompt','model','search_method',
* 'chunk_limit','rag_opts','source']
*
* - source='chat_profile' when a seeded persona was found and resolved.
* - source='fallback' when no persona exists yet (pre-seed): the legacy family-legal
* package is used so behaviour is unchanged.
* model is null when the persona doesn't pin one (caller keeps its default routing).
*/
function dbnToolsResolvePersona(int $clientId, ?string $slug = null): array
{
$slug = trim((string)($slug ?? '')) ?: dbnToolsDefaultPersonaSlug();
$resolved = null;
if (dbnToolsBootChatProfiles()) {
try {
$db = dbnToolsDb();
$user = ['client_id' => $clientId];
$row = cpFetchProfileForUser($db, $user, $slug);
if ($row) {
$runtime = cpResolveRuntime($db, $row, []);
$packageIds = array_values(array_filter(
array_map('intval', $runtime['package_ids'] ?? []),
static fn(int $id): bool => $id > 0
));
$package = null;
if ($packageIds) {
$pkgStmt = $db->prepare('SELECT * FROM corpus_packages WHERE id = ? LIMIT 1');
$pkgStmt->execute([$packageIds[0]]);
$package = $pkgStmt->fetch(PDO::FETCH_ASSOC) ?: null;
}
$chunkLimit = (int)($runtime['chunk_limit'] ?? 8);
$ragOpts = (is_array($runtime['retrieval_tuning'] ?? null) && function_exists('cpRetrievalTuningToRagOptions'))
? cpRetrievalTuningToRagOptions($runtime['retrieval_tuning'], $chunkLimit)
: [];
$resolved = [
'slug' => $slug,
'name' => (string)$row['name'],
'package_ids' => $packageIds,
'package' => $package,
'system_prompt' => ($runtime['system_prompt'] ?? '') !== '' ? (string)$runtime['system_prompt'] : null,
'model' => trim((string)($runtime['model'] ?? '')) ?: null,
'search_method' => (string)($runtime['search_method'] ?? 'keyword'),
'chunk_limit' => $chunkLimit,
'rag_opts' => $ragOpts,
'source' => 'chat_profile',
];
}
} catch (Throwable $e) {
error_log('[dbn-persona] resolve failed for slug ' . $slug . ': ' . $e->getMessage());
}
}
if ($resolved === null) {
// Pre-seed / missing persona → legacy family-legal package (unchanged behaviour).
$package = dbnToolsFetchPackage('family-legal');
if (!$package || empty($package['is_active'])) {
dbnToolsAbort('No persona profile and the family-legal corpus package is not active.', 503, 'package_unavailable');
}
if (!dbnToolsHasActiveSubscription($clientId, (int)$package['id'])) {
dbnToolsAbort('Do Better Norge does not have an active corpus subscription.', 503, 'subscription_missing');
}
$resolved = [
'slug' => 'family',
'name' => 'Family Law',
'package_ids' => [(int)$package['id']],
'package' => $package,
'system_prompt' => null,
'model' => null,
'search_method' => 'keyword',
'chunk_limit' => 8,
'rag_opts' => [],
'source' => 'fallback',
];
}
return $resolved;
}
/** List enabled DBN personas (client 57 chat profiles) for the persona picker / dbn.list_personas. */
function dbnToolsListPersonas(int $clientId): array
{
if (!dbnToolsBootChatProfiles()) {
return [];
}
try {
$db = dbnToolsDb();
$rows = cpFetchProfilesForUser($db, ['client_id' => $clientId], false);
} catch (Throwable $e) {
error_log('[dbn-persona] list failed: ' . $e->getMessage());
return [];
}
return array_map(static function (array $r): array {
return [
'slug' => (string)$r['slug'],
'name' => (string)$r['name'],
'description' => (string)($r['description'] ?? ''),
'model' => (string)($r['model'] ?? ''),
];
}, $rows);
}
/**
* Resolve (or lazily provision) the dashboard tenant for the current session.
*
@@ -1166,7 +1304,7 @@ function dbnToolsLiteLLMEmbedBatch(array $texts, string $model = 'nomic-embed-te
// Strategy: ask ONE targeted question per document type, cap tokens at 350 to cut
// off before the tool-planning loop kicks in, parse the answer for legal findings.
function dbnToolsRunLegalCheck(string $brief, string $docType): array
function dbnToolsRunLegalCheck(string $brief, string $docType, ?string $personaPrompt = null): array
{
$question = dbnToolsSelectCheckQuestion($docType, $brief);
if ($question === null) {
@@ -1181,7 +1319,11 @@ function dbnToolsRunLegalCheck(string $brief, string $docType): array
// No 'json' key — plain narrative, no response_format flag
];
$sysMsg = 'Du er en ekspert på norsk barnevernsloven og EMD-praksis. Svar alltid på norsk med korrekt juridisk terminologi. Bruk terskler fra barnevernsloven 2021: § 4-25 krever «klar nødvendighet». Strand Lobben mot Norge (37283/13) setter krav om rehabiliteringsplan før adopsjon. Aldri oppfinn paragrafnumre, saksnumre eller dommernavn.';
// Base prompt from the resolved persona (default = Child-welfare/barnevern).
$personaPrompt = is_string($personaPrompt) ? trim($personaPrompt) : '';
$sysMsg = $personaPrompt !== ''
? $personaPrompt
: 'Du er en ekspert på norsk barnevernsloven og EMD-praksis. Svar alltid på norsk med korrekt juridisk terminologi. Bruk terskler fra barnevernsloven 2021: § 4-25 krever «klar nødvendighet». Strand Lobben mot Norge (37283/13) setter krav om rehabiliteringsplan før adopsjon. Aldri oppfinn paragrafnumre, saksnumre eller dommernavn.';
// Prepend a short snippet of the actual synthesis text so v3 answers in context,
// not just as a general law quiz. Strip HTML tags and cap at 350 chars.
includes/tool_form.php
+7
View File
@@ -19,6 +19,13 @@
<input type="number" id="numSpeakersInput" name="num_speakers" min="2" max="10" placeholder="auto" class="num-speakers-input" aria-label="Expected speaker count">
</div>
<div class="control-row is-hidden" id="personaControl">
<span class="control-label">Domain</span>
<label class="persona-select-label" for="personaSelect">
<select id="personaSelect" name="profile" aria-label="Legal domain persona"></select>
</label>
</div>
<div class="control-row is-hidden" id="corpusScopeControl">
<span class="control-label">Search</span>
<label><input type="radio" name="corpusScope" value="both" checked> Legal Library + My Docs</label>