mirror of
https://github.com/labring/FastGPT.git
synced 2025-07-27 08:25:07 +00:00
perf: search prompt
This commit is contained in:
@@ -55,7 +55,7 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
|
|||||||
|
|
||||||
// 使用了知识库搜索
|
// 使用了知识库搜索
|
||||||
if (model.chat.useKb) {
|
if (model.chat.useKb) {
|
||||||
const { code, searchPrompt, aiPrompt } = await searchKb({
|
const { code, searchPrompts } = await searchKb({
|
||||||
userOpenAiKey,
|
userOpenAiKey,
|
||||||
prompts,
|
prompts,
|
||||||
similarity: ModelVectorSearchModeMap[model.chat.searchMode]?.similarity,
|
similarity: ModelVectorSearchModeMap[model.chat.searchMode]?.similarity,
|
||||||
@@ -65,13 +65,10 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
|
|||||||
|
|
||||||
// search result is empty
|
// search result is empty
|
||||||
if (code === 201) {
|
if (code === 201) {
|
||||||
return res.send(searchPrompt?.value);
|
return res.send(searchPrompts[0]?.value);
|
||||||
}
|
}
|
||||||
|
|
||||||
if (aiPrompt) {
|
prompts.splice(prompts.length - 1, 0, ...searchPrompts);
|
||||||
prompts.splice(prompts.length - 1, 0, aiPrompt);
|
|
||||||
}
|
|
||||||
searchPrompt && prompts.unshift(searchPrompt);
|
|
||||||
} else {
|
} else {
|
||||||
// 没有用知识库搜索,仅用系统提示词
|
// 没有用知识库搜索,仅用系统提示词
|
||||||
model.chat.systemPrompt &&
|
model.chat.systemPrompt &&
|
||||||
|
@@ -73,7 +73,7 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
|
|||||||
if (model.chat.useKb) {
|
if (model.chat.useKb) {
|
||||||
const similarity = ModelVectorSearchModeMap[model.chat.searchMode]?.similarity || 0.22;
|
const similarity = ModelVectorSearchModeMap[model.chat.searchMode]?.similarity || 0.22;
|
||||||
|
|
||||||
const { code, searchPrompt } = await searchKb({
|
const { code, searchPrompts } = await searchKb({
|
||||||
prompts,
|
prompts,
|
||||||
similarity,
|
similarity,
|
||||||
model,
|
model,
|
||||||
@@ -82,10 +82,9 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
|
|||||||
|
|
||||||
// search result is empty
|
// search result is empty
|
||||||
if (code === 201) {
|
if (code === 201) {
|
||||||
return res.send(searchPrompt?.value);
|
return res.send(searchPrompts[0]?.value);
|
||||||
}
|
}
|
||||||
|
prompts.splice(prompts.length - 1, 0, ...searchPrompts);
|
||||||
searchPrompt && prompts.unshift(searchPrompt);
|
|
||||||
} else {
|
} else {
|
||||||
// 没有用知识库搜索,仅用系统提示词
|
// 没有用知识库搜索,仅用系统提示词
|
||||||
if (model.chat.systemPrompt) {
|
if (model.chat.systemPrompt) {
|
||||||
|
@@ -122,14 +122,14 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
|
|||||||
const prompts = [prompt];
|
const prompts = [prompt];
|
||||||
|
|
||||||
// 获取向量匹配到的提示词
|
// 获取向量匹配到的提示词
|
||||||
const { searchPrompt } = await searchKb({
|
const { searchPrompts } = await searchKb({
|
||||||
similarity: ModelVectorSearchModeMap[model.chat.searchMode]?.similarity,
|
similarity: ModelVectorSearchModeMap[model.chat.searchMode]?.similarity,
|
||||||
prompts,
|
prompts,
|
||||||
model,
|
model,
|
||||||
userId
|
userId
|
||||||
});
|
});
|
||||||
|
|
||||||
searchPrompt && prompts.unshift(searchPrompt);
|
prompts.splice(prompts.length - 1, 0, ...searchPrompts);
|
||||||
|
|
||||||
// 计算温度
|
// 计算温度
|
||||||
const temperature = (modelConstantsData.maxTemperature * (model.chat.temperature / 10)).toFixed(
|
const temperature = (modelConstantsData.maxTemperature * (model.chat.temperature / 10)).toFixed(
|
||||||
|
@@ -23,14 +23,10 @@ export const searchKb = async ({
|
|||||||
similarity?: number;
|
similarity?: number;
|
||||||
}): Promise<{
|
}): Promise<{
|
||||||
code: 200 | 201;
|
code: 200 | 201;
|
||||||
searchPrompt?: {
|
searchPrompts: {
|
||||||
obj: `${ChatRoleEnum.System}`;
|
obj: ChatRoleEnum;
|
||||||
value: string;
|
value: string;
|
||||||
};
|
}[];
|
||||||
aiPrompt?: {
|
|
||||||
obj: `${ChatRoleEnum.AI}`;
|
|
||||||
value: string;
|
|
||||||
};
|
|
||||||
}> => {
|
}> => {
|
||||||
async function search(textArr: string[] = []) {
|
async function search(textArr: string[] = []) {
|
||||||
// 获取提示词的向量
|
// 获取提示词的向量
|
||||||
@@ -102,41 +98,58 @@ export const searchKb = async ({
|
|||||||
if (!filterSystemPrompt && model.chat.searchMode === ModelVectorSearchModeEnum.hightSimilarity) {
|
if (!filterSystemPrompt && model.chat.searchMode === ModelVectorSearchModeEnum.hightSimilarity) {
|
||||||
return {
|
return {
|
||||||
code: 201,
|
code: 201,
|
||||||
searchPrompt: {
|
searchPrompts: [
|
||||||
obj: ChatRoleEnum.System,
|
{
|
||||||
value: '对不起,你的问题不在知识库中。'
|
obj: ChatRoleEnum.System,
|
||||||
}
|
value: '对不起,你的问题不在知识库中。'
|
||||||
|
}
|
||||||
|
]
|
||||||
};
|
};
|
||||||
}
|
}
|
||||||
/* 高相似度+无上下文,不添加额外知识,仅用系统提示词 */
|
/* 高相似度+无上下文,不添加额外知识,仅用系统提示词 */
|
||||||
if (!filterSystemPrompt && model.chat.searchMode === ModelVectorSearchModeEnum.noContext) {
|
if (!filterSystemPrompt && model.chat.searchMode === ModelVectorSearchModeEnum.noContext) {
|
||||||
return {
|
return {
|
||||||
code: 200,
|
code: 200,
|
||||||
searchPrompt: model.chat.systemPrompt
|
searchPrompts: model.chat.systemPrompt
|
||||||
? {
|
? [
|
||||||
obj: ChatRoleEnum.System,
|
{
|
||||||
value: model.chat.systemPrompt
|
obj: ChatRoleEnum.System,
|
||||||
}
|
value: model.chat.systemPrompt
|
||||||
: undefined
|
}
|
||||||
|
]
|
||||||
|
: []
|
||||||
};
|
};
|
||||||
}
|
}
|
||||||
|
|
||||||
/* 有匹配 */
|
/* 有匹配 */
|
||||||
return {
|
return {
|
||||||
code: 200,
|
code: 200,
|
||||||
searchPrompt: {
|
searchPrompts: [
|
||||||
obj: ChatRoleEnum.System,
|
{
|
||||||
value: `知识库:'${filterSystemPrompt}'`
|
obj: ChatRoleEnum.System,
|
||||||
},
|
value: `知识库:'${filterSystemPrompt}'`
|
||||||
aiPrompt: ModelVectorSearchModeEnum.hightSimilarity
|
},
|
||||||
? {
|
...(model.chat.systemPrompt
|
||||||
obj: 'AI',
|
? [
|
||||||
value: `我来玩一个问答游戏,规则为:
|
{
|
||||||
1.我完全忘记我已有的知识
|
obj: ChatRoleEnum.System,
|
||||||
2.我只能回答关于"${model.chat.systemPrompt || model.name}"的问题
|
value: model.chat.systemPrompt
|
||||||
3.我只能从知识库中选择内容进行回答
|
}
|
||||||
4.如果问题不在知识库中,我会回答"我不知道。"`
|
]
|
||||||
}
|
: []),
|
||||||
: undefined
|
...(model.chat.searchMode !== ModelVectorSearchModeEnum.noContext
|
||||||
|
? [
|
||||||
|
{
|
||||||
|
obj: ChatRoleEnum.System,
|
||||||
|
value: `我们来玩问答游戏,规则为:
|
||||||
|
1.你完全忘记你已有的知识
|
||||||
|
2.你只能回答关于"${model.name}"的问题
|
||||||
|
3.你只能从知识库中选择内容进行回答
|
||||||
|
4.如果问题不在知识库中,你会回答"我不知道。"
|
||||||
|
务必遵守规则`
|
||||||
|
}
|
||||||
|
]
|
||||||
|
: [])
|
||||||
|
]
|
||||||
};
|
};
|
||||||
};
|
};
|
||||||
|
@@ -27,7 +27,7 @@ export const lafClaudChat = async ({
|
|||||||
.join('\n');
|
.join('\n');
|
||||||
const systemPromptText = systemPrompt ? `\n知识库内容:'${systemPrompt}'\n` : '';
|
const systemPromptText = systemPrompt ? `\n知识库内容:'${systemPrompt}'\n` : '';
|
||||||
|
|
||||||
const prompt = `${systemPromptText}我的问题:'${messages[messages.length - 1].value}'`;
|
const prompt = `${systemPromptText}\n我的问题是:'${messages[messages.length - 1].value}'`;
|
||||||
|
|
||||||
const lafResponse = await axios.post(
|
const lafResponse = await axios.post(
|
||||||
'https://hnvacz.laf.run/claude-gpt',
|
'https://hnvacz.laf.run/claude-gpt',
|
||||||
|
Reference in New Issue
Block a user