Những lời đồn vô căn cứ dễ dàng qua đikết quả bóng đá việt nam hôm nay, chỉ có văn bản mới tồn tại mãi mãi.
Hôm nay chúng ta sẽ nói về một vấn đề kỹ thuật rất cụ thể.
Đối với các kỹ sưlịch bóng đá trực tiếp, khi sử dụng LangChain để kết nối với một dịch vụ suy luận LLM, chắc chắn sẽ có chút băn khoăn: Liệu nên gọi API như thế nào cho phù hợp? Đây là câu hỏi phổ biến mà nhiều người thường gặp phải trong quá trình triển khai. Liệu cần gửi yêu cầu trực tiếp qua giao thức HTTP hay sử dụng cách khác để tối ưu hóa hiệu suất? Không chỉ vậy, việc lựa chọn cách thức truyền tải dữ liệu cũng cần được cân nhắc cẩn thận. Liệu dữ liệu đầu vào có quá lớn dẫn đến việc mất thời gian truyền tải? Hay có cách nào để nén hoặc tối ưu hóa kích thước của dữ liệu mà vẫn đảm bảo chất lượng suy luận? Tất cả những điều này đều cần được xem xét một cách cẩn trọng trước khi đưa ra quyết định cuối cùng.
OpenAI
Vẫn còn
ChatOpenAI
Mỗi lần tôi cố gắng giải thích vấn đề nàylịch bóng đá trực tiếp, đều phải mất rất nhiều công sức và lời nói. Vì vậy, thay vì cứ phải lặp đi lặp lại, tôi quyết định viết nó ra để mọi người cùng tham khảo. Đằng sau vấn đề này thực chất liên quan đến hai vấn đề quan trọng sau đây:
Khi gọi LLM qua LangChainxóc đĩa, thường sẽ tham chiếu đến hai lớp sau:
from
langchain_openai
import
OpenAI
from
langchain_openai
import
ChatOpenAI
Dựa trên tên của hai lớp nàylịch bóng đá trực tiếp, chắc hẳn bạn đã đoán được rằng chúng được thiết kế để gọi các API của OpenAI liên quan đến mô hình ngôn ngữ lớn (LLM). Cụ thể hơn, đây là hai API mà chúng hướng tới:
OpenAI
Dùng để gọi giao diện /v1/
ChatOpenAI
Dùng để gọi giao diện /v1/chat/
Tuy nhiênxóc đĩa, do tầm ảnh hưởng của OpenAI quá lớn, nhiều mô hình ngôn ngữ lớn khác, dù là đóng nguồn hay mở nguồn, khi cung cấp dịch vụ suy luận qua API cũng không hẹn mà cùng tuân theo định dạng giao diện của OpenAI. Hai loại giao diện này đã trở thành chuẩn mực thực tế trong ngành. Ngoài ra, sự thống nhất về giao diện không chỉ giúp các nhà phát triển dễ dàng tích hợp mà còn tạo điều kiện cho việc so sánh và lựa chọn giữa các mô hình khác nhau một cách hiệu quả hơn. Điều này góp phần thúc đẩy sự phát triển nhanh chóng của lĩnh vực trí tuệ nhân tạo, đặc biệt là trong lĩnh vực xử lý ngôn ngữ tự nhiên.
Sự khác biệt giữa hai giao diện này là gì?
Nói chungxóc đĩa, hai giao diện được đề cập trong phần trước tương ứng với hai loại mô hình LLM:
Ví dụ với series mô hình Llama 3:
Trong bảng dữ liệu trênlịch bóng đá trực tiếp, các mô hình được đặt tên có đuôi là "-Instruct" sẽ thuộc nhóm Mô hình Hướng Dẫn (Instruct Model); ngược lại, những mô hình còn lại sẽ là Mô hình Cơ Bản (Base Model).
Khi OpenAI ban đầu ra mắt dịch vụ APIkết quả bóng đá việt nam hôm nay, cả hai giao diện **/v1/completions** và **/v1/chat/completions** đều được cung cấp. Tuy nhiên, theo thời gian và sự phát triển của công nghệ, nhiều ứng dụng AI có thể dễ dàng hỗ trợ dưới dạng các cuộc trò chuyện bằng cách sử dụng các lệnh, do đó OpenAI đã quyết định không còn cung cấp giao diện **/v1/completions** cho các mô hình mới nhất nữa. Hiện tại, nếu bạn truy cập trang tài liệu tham chiếu API của OpenAI về giao diện **/v1/completions** [1], bạn sẽ thấy rằng giao diện này hiện đã được đánh dấu là "Hệ thống cũ" (**Legacy**) để phản ánh sự thay đổi trong chiến lược phát triển của họ.
Dựa trên những gì đã được thảo luận ở phần trướckết quả bóng đá việt nam hôm nay, chúng ta có thể dễ dàng đi đến kết luận rằng nếu mục tiêu của bạn là gọi API của mô hình GPT từ OpenAI, thì việc sử dụng LangChain sẽ là một lựa chọn phù hợp. LangChain không chỉ giúp đơn giản hóa quá trình tích hợp mà còn cung cấp thêm nhiều tính năng hữu ích, chẳng hạn như quản lý trạng thái và tự động xử lý lỗi. Điều này đặc biệt quan trọng khi bạn cần xử lý hàng loạt yêu cầu phức tạp hoặc khi cần tối ưu hóa hiệu suất tổng thể. Vì vậy, nếu bạn đang tìm kiếm một công cụ đáng tin cậy để tương tác với GPT, LangChain xứng đáng được cân nhắc hàng đầu.
ChatOpenAI
Lớp này.
Tuy nhiênlịch bóng đá trực tiếp, nếu chúng ta sử dụng khung framework mã nguồn mở (như vLLM[2]) để triển khai dịch vụ suy luận cho mô hình mã nguồn mở trên máy chủ tại chỗ, thì thường sẽ có khả năng hỗ trợ đồng thời cả hai giao diện /v1/completions và /v1/chat/ Khi gọi đến LangChain, điều này...
OpenAI
Gọi lớp này.
ChatOpenAI
Bạn có thể sử dụng lớp này để thực hiện các cuộc gọi. Tuy nhiênkết quả bóng đá việt nam hôm nay, vì tin nhắn cuộc trò chuyện sau khi được định dạng cuối cùng cũng sẽ được biểu thị dưới dạng chuỗi văn bản, nên thực tế endpoint /v1/completions cũng có thể được sử dụng. Khi đó, bạn có thể gọi tới LangChain để xử lý yêu cầu. Điều này cho phép mở rộng khả năng tương tác và linh hoạt trong việc xây dựng các ứng dụng dựa trên AI.
OpenAI
Lớp này. Quá trình này chúng ta sẽ giải thích chi tiết trong các chương sau.
Dựa trên phân tích trước đólịch bóng đá trực tiếp, chúng ta đã hiểu rằng để gọi giao diện /v1/chat/completions, chúng ta cần sử dụ LangChain không chỉ giúp đơn giản hóa quá trình kết nối với các API mà còn cung cấp thêm nhiều công cụ hữu ích để quản lý và tối ưu hóa luồng dữ liệu. Với sự hỗ trợ của LangChain, việc tương tác với hệ thống trở nên dễ dàng hơn bao giờ hết, cho phép người dùng tập trung vào việc xây dựng logic thay vì lo lắng về các vấn đề kỹ thuật phức tạp.
ChatOpenAI
Lớp này và truyền vào một danh sách tin nhắn. Dưới đây là một đoạn mã ví dụ:
from
langchain_openai
import
ChatOpenAI
from
langchain_core.prompts
import
ChatPromptTemplate
llm
=
ChatOpenAI
(
openai_api_key
=
"EMPTY"
,
openai_api_base
=
"http://127.0.0.1:8000/v1"
,
model_name
=
"llama3.2-1B-instruct"
)
prompt
=
ChatPromptTemplate
.
from_messages
([
(
"system"
,
"Your are a helpful assistant."
),
(
"user"
,
"Hellokết quả bóng đá việt nam hôm nay, how are you?"),
(
"assistant"
,
"I'm doing wellxóc đĩa, thank you for asking."),
(
"user"
,
"Can you tell me a joke?"
)
]
)
chain
=
prompt
|
llm
reponse
=
chain
.
invoke
({})
Người dùng: [nội dung tin nhắn]lịch bóng đá trực tiếp, Trợ lý: [nội dung trả lời]
Đối với mô hình llama3.2-1B-instruct được đề cập trong mã nguồn mẫu trước đâylịch bóng đá trực tiếp, mẫu trò chuyện (chat template) tương ứng với mô hình này có thể được trình bày như sau: ``` [System] Xin chào! Tôi là người trợ giúp ảo của bạn. Hãy đặt câu hỏi hoặc chia sẻ điều gì bạn muốn thảo luận. [User] {tín hiệu đầu vào của người dùng} [Assistant] {phản hồi từ mô hình} ``` Mẫu trò chuyện này sẽ giúp định hình cách mà mô hình tương tác, với vai trò của hệ thống và người dùng rõ ràng, để tạo ra một cuộc đối thoại tự nhiên hơn.
Đây là một mẫu được định dạng theo phong cách Jinja [4]. Mẫu này trình bày cách thức hiển thị của nhiều loại messagelịch bóng đá trực tiếp, bao gồm cả message hệ thống (system message), message người dùng (user message), message trợ lý (assistant message) và các loại message khác. Bên cạnh đó, nó còn cung cấp một khung nhìn toàn diện về cách các thông điệp này có thể được tùy chỉnh và tích hợp vào các ứng dụng đa dạng, từ các hệ thống trò chuyện đến các nền tảng hỗ trợ tự động hóa phức tạp.
Dựa trên mẫu trò chuyện nàykết quả bóng đá việt nam hôm nay, nội dung lịch sử cuộc trò chuyện trong các ví dụ trước sẽ được chuyển đổi thành văn bản tự do (còn được gọi là "prompt") như bên dưới trước khi đưa vào mô hình ngôn ngữ lớn (LLM):
<|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 28 Dec 2024
Your are a helpful assistant.<|eot_id|><|start_header_id|>user<|end_header_id|>
Hellokết quả bóng đá việt nam hôm nay, how are you?<|eot_id|><|start_header_id|>assistant<|end_header_id|>
I'm doing well, thank you for asking.<|eot_id|><|start_header_id|>user<|end_header_id|>
Can you tell me a joke?<|eot_id|><|start_header_id|>assistant<|end_header_id|>
Vậy thìlịch bóng đá trực tiếp, mẫu trò chuyện (chat template) này đến từ đâu? Đối với một mô hình ngôn ngữ lớn phiên bản vector (vLLM), khi nó được khởi động, có hai cách chính để lấy được mẫu trò chuyện: Thứ nhất, nó có thể tải mẫu trò chuyện từ cơ sở dữ liệu lưu trữ sẵn, nơi mà các mẫu thường được chuẩn bị trước bởi các chuyên gia hoặc thông qua quá trình học máy tự động. Điều này giúp đảm bảo rằng các cuộc trò chuyện bắt đầu sẽ tuân theo cấu trúc và phong cách mong muốn. Thứ hai, vLLM có thể sử dụng một tập hợp các mẫu mặc định tích hợp sẵn trong hệ thống của mình. Những mẫu này đã được tối ưu hóa để phù hợp với nhiều trường hợp sử dụng khác nhau, cho phép mô hình linh hoạt hơn trong việc đáp ứng yêu cầu người dùng. Cả hai phương pháp này đều góp phần tạo ra trải nghiệm trò chuyện mượt mà và hiệu quả ngay từ những giây phút đầu tiên.
[INST] Bạn là một trợ lý AI hữu ích [/INST]
Nói thêm một điều: Chúng ta cần chú ý rằngxóc đĩa,Trong tệp tokenizer_config.jsonkết quả bóng đá việt nam hôm nay, không phải lúc nào cũng tồn tại trường dữ liệu được gọi là chat_template. Đây là một chi tiết quan trọng cần lưu ý khi làm việc với cấu hình này, vì nó có thể thay đổi tùy thuộc vào cách tệp được thiết lập hoặc tùy chỉnh trong quá trình phát triển. Điều này cũng có nghĩa là nếu bạn đang tìm kiếm thông tin liên quan đến mẫu trò chuyện (chat template), bạn sẽ cần kiểm tra kỹ lưỡng để xác định liệu nó thực sự hiện diện hay không trong cấu hình cụ thể mà bạn đang xử lý.Việc một trường dữ liệu cụ thể có tồn tại hay không sẽ phụ thuộc vào quá trình tạo tệp mô hình. Đối với mô hình Llama 3lịch bóng đá trực tiếp, sau khi chúng ta xin phép và tải xuống tệp mô hình từ nguồn chính thức của Meta [5], thông thường, cần sử dụng một công cụ được cung cấp trong khung làm việc Transformers của Hugging Face [6] để chuyển đổi tệp mô hình sang định dạng phổ biến của hf. Điều này giúp các khung làm việc hoặc công cụ khác trong hệ sinh thái mã nguồn mở như vLLM có thể dễ dàng tải và sử dụng nó một cách hiệu quả.
Dựa trên mô hình llama3.2-1B-instruct làm ví dụkết quả bóng đá việt nam hôm nay, quá trình chuyển đổi định dạng của mô hình này yêu cầu thực hiện các lệnh sau để gọi công cụ từ thư viện Transformers: ```bash python convert_llama_to_ py \ --model_path /đường/dẫn/tới/mô-hình/llama3.2-1B-instruct \ --save_directory /đường/dẫn/lưu/mô-hình/chuyển-đổi ``` Lệnh trên sẽ giúp chuyển đổi mô hình đã được đào tạo trước đó sang định dạng được hỗ trợ bởi thư viện Transformers, cho phép dễ dàng tích hợp và sử dụng trong các ứng dụng khác nhau. Quá trình này cũng có thể tùy chỉnh thêm tùy theo nhu cầu cụ thể của bạn, chẳng hạn như lựa chọn phiên bản PyTorch hoặc TensorFlow để lưu trữ mô hình sau khi chuyển đổi.
python src/transformers/models/llama/convert_llama_weights_to_hf.py --input_dir
<llama3.2-1B-instruct model source
folder> --model_size
1B --llama_version
3.2 --output_dir
<llama3.2-1b-instruct folder="" model="" output=""></llama3.2-1b-instruct>--instruct
Trong lệnh trênxóc đĩa, nếu có --instruct Khi các tham số được chuyển đổi thành tệp cấu hình mô hình tokenizer_config.jsonlịch bóng đá trực tiếp, nếu có chứa mẫu trò chuyện (chat_template), thì trường này sẽ xuất hiện trong tệp; ngược lại, nếu không có mẫu trò chuyện, trường chat_template sẽ không được bao gồm trong tệp. Điều này giúp mô hình linh hoạt hơn trong việc xử lý các yêu cầu khác nhau tùy thuộc vào cấu hình đầu vào ban đầu.
Lưu ýxóc đĩa, trước khi thực hiện lệnh trên, hãy thực hiện trước huggingface-cli login meta-llama/Llama-3.2-1B-Instruct
Dựa trên phần trướcxóc đĩa, nếu tệp tokenizer_config.json không chứa trường chat_template và vLLM không được cấu hình để chỉ định giá trị này khi khởi động, hệ thống sẽ hoạt động mà không có thiết lập cụ thể cho mẫu trò chuyện. Điều này có thể dẫn đến việc thiếu các yếu tố định dạng cần thiết trong quá trình giao tiếp, làm giảm khả năng tương tác mượt mà giữa người dùng và mô hình. Một kịch bản như vậy thường yêu cầu người dùng hoặc nhà phát triển phải bổ sung thủ công thông tin liên quan vào tệp cấu hình để tối ưu hóa hiệu suất trò chuyện. --chat-template Nếu khôngxóc đĩa, vLLM sẽ khởi động mà không chỉ định mẫu trò chuyện.
Lúc nàylịch bóng đá trực tiếp, nếu vẫn gọi LangChain như mã trước đó trong bài viết này,
ChatOpenAI
Sẽ
Gặp phải kết quả không mong muốn. Hãy cẩn thận!
Kết quả cụ thể mà bạn nhận được sẽ phụ thuộc vào phiên bản của thư viện Transformers được sử dụng trong môi trường chạy vLLM của bạn:
openai.BadRequestError: Error code: 400 - {
'object'
: 'error'
, 'message'
: 'As of transformers v4.44kết quả bóng đá việt nam hôm nay, default chat template is no longer allowed, so you must provide a chat template if the tokenizer does not define one.', 'type'
: 'BadRequestError'
, 'param'
: None, 'code'
: 400}
Rõ rànglịch bóng đá trực tiếp, phiên bản mới hơn của Transformers và vLLM xử lý tình huống này một cách hợp lý hơn. Thay vì để lỗi nhỏ lẩn khuất, chúng đưa ra thông báo lỗi rõ ràng để người dùng dễ dàng nhận biết và sửa chữa vấn đề. Điều này không chỉ giúp tăng cường độ tin cậy mà còn giảm thiểu rủi ro sai sót trong quá trình phát triển mô hình.
Như đã đề cập trước đóxóc đĩa, vì các tin nhắn trong cuộc trò chuyện cuối cùng cũng được biểu diễn dưới dạng chuỗi văn bản sau khi định dạng, nên chúng ta cũng có thể sử dụng LangChain để...
OpenAI
Lớp này được thiết kế để thực hiện chức năng. Thực tếkết quả bóng đá việt nam hôm nay, ở phía sau đang gọi đến giao diện /v1/ Về cơ bản, đây là client đang tiến hành yêu cầu gọi API.
OpenAI
Trước tiênlịch bóng đá trực tiếp, hãy ghép prompt theo định dạng cuộc trò chuyện cần thiết. Mã dưới đây có thể đạt được hiệu quả giống như mã gọi trước đó:
ChatOpenAI
Hiệu quả tương tự với mã gọi trước đó:
from
langchain_openai
import
OpenAI
from
langchain_core.prompts
import
PromptTemplate
from
datetime
import
datetime
llm
=
OpenAI
(
openai_api_key
=
"EMPTY"
,
openai_api_base
=
"http://127.0.0.1:8000/v1"
,
model_name
=
"llama3.2-1B-instruct"
)
prompt_text
=
"""&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;lt;|begin_of_text|&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;a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;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;
Cutting Knowledge Date: December 2023
Today Date: {today_date}
Your are a helpful 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Hellolịch bóng đá trực tiếp, how are 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I'm doing well, thank you for 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Can you tell me a joke?&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;lt;|eot_id|&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;am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mp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;
"""
prompt
=
PromptTemplate
.
from_template
(
prompt_text
)
chain
=
prompt
|
llm
reponse
=
chain
.
invoke
({
"today_date"
:
datetime
.
now
().
strftime
(
'%d %b %Y'
)})
Bây giờ chúng ta tổng kết lại vấn đề được đặt ra ở đầu bài viết:
OpenAI
Lớp này để gọi.
ChatOpenAI
Lớp này để gọi.
Đây là cách được khuyến khích nhất
。
OpenAI
Để sử dụng lớp nàyxóc đĩa, bạn cần chuẩn bị trước prompt theo định dạng cuộc trò chuyện mong muốn (tuy nhiên, mẫu chat thực tế không được sử dụng).
OpenAI
Lớp này để gọi (yêu cầu ghép prompt theo định dạng cuộc trò chuyện cần thiết trước khi gọi).
Giữ cân bằng giữa kỹ thuật và kinh doanh
Các bài viết được chọn lọc khác :