From 2ae01c60fdfc16fc82309abed8ab9c4060b2caaa Mon Sep 17 00:00:00 2001 From: Mendon Kissling <59585235+mendonk@users.noreply.github.com> Date: Tue, 16 Apr 2024 18:28:30 -0400 Subject: [PATCH] basic-prompting --- docs/docs/getting-started/basic-prompting.mdx | 66 ++++++++++++++++++ docs/static/img/basic-prompting.png | Bin 0 -> 115849 bytes 2 files changed, 66 insertions(+) create mode 100644 docs/static/img/basic-prompting.png diff --git a/docs/docs/getting-started/basic-prompting.mdx b/docs/docs/getting-started/basic-prompting.mdx index e69de29bb..5d1c7f089 100644 --- a/docs/docs/getting-started/basic-prompting.mdx +++ b/docs/docs/getting-started/basic-prompting.mdx @@ -0,0 +1,66 @@ +# Basic prompting + +Prompts are the inputs given to a large language model. They are the interface between human instruction and computing tasks. + +By submitting natural language requests to an LLM in a prompt, you can answer questions, generate text, and solve problems. + +This article will show you how to use Langflow's prompt tools to submit basic prompts to an LLM, and how different prompting strategies can change your results. + +## Prerequisites + +1. Install Langflow. +```bash +pip install langflow +``` + +2. Start a local Langflow instance. +```bash +langflow +``` + +Result: +``` +│ Welcome to ⛓ Langflow │ +│ │ +│ Access http://127.0.0.1:7860 │ +│ Collaborate, and contribute at our GitHub Repo 🚀 │ +``` + +Alternatively, visit us on [HuggingFace Spaces](https://docs.langflow.org/getting-started/hugging-face-spaces) or [Lightning.ai Studio](https://lightning.ai/ogabrielluiz-8j6t8/studios/langflow) for a pre-built Langflow test environment. + +## Create components + +For this example, you'll build a OpenAI chat flow with four components, and then extend it with prompt templates to see the results. + + + +1. Create a **ChatOpenAI** component. +2. In the OpenAI API Key field, paste your OpenAI API Key (`sk-...`). +3. Create an **LLMChain** component. Connect the LLM input to the ChatOpenAI LLM's output. +4. Create a **ChatPromptTemplate** component. Connect the output to the LLMChain Prompt's input. +5. Create a **SystemMessagePromptTemplate** component. This represents a system message, which tells the model how to behave. The Prompt field can stay as default. Connect it to the input of **ChatPromptTemplate**. +6. Create a **HumanMessagePromptTemplate** component. This represents a message from the user. In the Prompt field, enter `{text}`. Connect it to the input of **ChatPromptTemplate**. +7. Select the Run icon. LangFlow will check your components for errors and return "Flow is Ready to Run". +8. Select the Messages icon. A chat window will open to run your prompt. +Chat with the bot to see how it responds according to the behavior described in Prompt. +9. Change the behavior in the Prompt field of **SystemMessagePromptTemplate** and see what happens - for example, suggest it be an unhelpful, grumpy assistant, and see how the results change. + +## Other prompts + +Langflow also has **PromptTemplate** and **ChatMessagePromptTemplate** components. + +Connect **PromptTemplate** to the **LLMChain** Prompt output for use as a one-shot prompt. + +**ChatMessagePromptTemplate** has a `role` field that can be defined as `system`, `user`, `function`, or `assistant`, replacing the more specific template components you used in the example. + + + + + diff --git a/docs/static/img/basic-prompting.png b/docs/static/img/basic-prompting.png new file mode 100644 index 0000000000000000000000000000000000000000..60849f69798eef16ad17ab1a643e3f14703bd718 GIT binary patch literal 115849 zcmb@uWmp``_B}jUu;7~DPH;kS26xxs?(XgqEV#S71c%@dAP@)=+zBqh-T61kIrrRi zfA7aPPtVZPUDZ|H)qB<6Ywb#yysQ`!!fON&2!tddF02RwLHUC~kRfm{fFpcCGR7bf zgtobmki3MD5V5?2t%=36DzUO2BaA=hmB77&;U;Oi3g)^6sWBS6#Xx3pm{N@!i@95sAU$-&I$` zU~qEC@6uC^_7G=@p}l;)q*T};5MJGOc68TZ(FiXsW~QuL-pC7;VGRts|?9S&S-+FV)9NliwY%h1-ELEp&Mz?i|!+U~guh{uf!*tIrx z(kFJawz6^Las!k8F2M!tKObf!CH`H+$r4PeCL>QQWb0r|%*MdPz(mT6Kuk=`<6vaM zr6?@=S9RbQnAFV4$&QPW(bd(J!Ig!<*1?pKnUj-~k?Aet+qd*U33^9&8z+4?dK*Ww zKNtD?I>N?|h7RU-PUf~Y#Lw5&H?Vbf0+W(HH}s!>fBI?cX8uo0HjaPY7I1@%&u18! z8JHOVb8Vn1&+}0(d2=^oD|KOWYvAz!ZSb6G5)KS883pBh>0l( z#1E1X7EpGB*l&k*)9QD=@|MSL1-anN!eF;!d;r0r?ze~Lc@!E+*wh#g)u1louOz0&IFPQbDg2=mi98TSY!TH$Qx{VGBJLU80 zTFUf1Tufa7zBygDMueN=yaJ&iAW%X7-cqok^NL026(s)m1PDR~BtZNc63!3wuT7c^ z5)QKX$2U|_H&L$QK%ifct4OdL~|g?FU%ed)r;A>P6*>H$=9GVt)obuwh*af`AJTo|H2!Osa< z3!Cqr%Q2H=#l>rpjSr)*skFCckw2H)x3^D7i{l|(qU$#KSoqGFmmD1fL*~^Uj}$o# zO?d5FZ*-N)_;}+&B-79{f+n_%q`Y~%h!Xq`Wm;>FRD2giYmQ|>JlTZCRpF^%3=!wL z$>4SRdi~ZuwhS8U9_EDHkxXGHyb;`DwhS`c9!_-!?u^1gJOToW(yT31Ji}b1g#wq9 z1-p!rmpY9-U)VDCU1C|7brKkxbj|U$cnV!oh6at3;8?^j2KVhU4ALpBdb~yotWy>s zo8U{;%q`uM=BpPw9Nll`H-cn;r zfp$4X*Py?NC>i7}b;(TerBQJ?II|3C=pI?hTJ7d=jjdv@uf|`PWBO-`5Gj67!JSb@ zuUezN5~2wXSELrRWsChFE(Q`pQgO6Wq>RPqS5Ea~0}E>gecgpJnF+Z1#Dk(GRdQRP z6B$(v_6`z>K>d#6=I`jMJcT%XE7xo_O3@>Z*#Xk-8yTBpEOgj%mBpPe4MrNFC zrgwb5ARbnor@Yn*U1)Vs%ri79{Mk4$Gt(~;P5l_cpr~zggjP3+uozs3;&eTq&~!yT zwQOviGABudY2QBkULwf3Fp7Aa3du{2ec7OO!<&3arGLl*2E`g^O!bARHyq$ThdOQD7?{K5SqR{w)nzmf2iA2moDsKq(xq%^~#QOB`3L6wvj?{P5tk@~KXuW9KFuQgDOu}gT=B#=b$#SVB;=$n~qGDW!hc$XU1J@#x0uNE1oID@QbH4 zqG3E3OINdE5xF0Jfob8LJAgS&tG#ZL%D(8UzrJiH%;__f&mz;l@REyzt817Ho@$PV zYl5-CP?Wg(wvblHX0xJs?M?cxVUm=IhR@Uop7Q2Jrb_O10dZ8r3t;AP0=r<2Hu1Tq#C{#4+*Bn(WR4=-k z=*p8?P0-zpoH(qgF9s(@A1M2T3s>BZ7;sn2SI-`eS*sm#J4TQv+I7^GHpFA6A?k@F zcS}Svvy+y7TG%Zx%Uw0uPK3e=vonn6qJfuGwb)o!2{eU$PwE8#f|RFL#%yVrQl!$} zBom`K@!(grz1})zS%;wv3X{bBBu@Sc%R+4jd5Xjh^5##4Y!#5%xT``a#VsdNL>|YH zeDANv$P`}5l*UH8a`cKWuZAi`HCMOOQjrL3(xaufkVx3VJ+jd``WYnB+aqRP?@$-g zI{9%VNlM0XN@@8c&en1~Cvj*O?L|+; 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